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1.

電子ブック
ＥＢ
1. Automata for Branching and Layered Temporal Structures
Gabriele Puppis, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Introduction / 1：
Word Automata and Time Granularities / 2：
Background Knowledge / 2.1：
Words and Languages / 2.1.1：
Periodicity of Words / 2.1.2：
Word Automata / 2.1.3：
Time Granularities / 2.1.4：
The String-Based and Automaton-Based Approaches / 2.2：
The Granspec Formalism / 2.2.1：
From Granspecs to Single-String Automata / 2.2.2：
Counters and Multiple Transitions / 2.2.3：
The Logical Counterpart of RCSSA / 2.2.4：
Compact and Tractable Representations / 2.3：
Nested Repetitions of Words / 2.3.1：
Algorithms on NCSSA / 2.3.2：
Optimizing Representations / 2.3.3：
Reasoning on Sets of Granularities / 2.4：
Languages of Ultimately Periodic Words / 2.4.1：
Ultimately Periodic Automata / 2.4.2：
Algorithms on UPA / 2.4.3：
Applications to Time Granularity / 2.4.4：
Discussion / 2.5：
Tree Automata and Logics / 3：
Graphs and Trees / 3.1：
Tree Automata / 3.1.2：
Monadic Second-Order Logic / 3.1.3：
The Model Checking Problem / 3.1.4：
The Contraction Method for Tree Automata / 3.2：
Features and Types / 3.2.1：
Types and the Acceptance Problem / 3.2.2：
From Trees to Their Retractions / 3.2.3：
An Example / 3.2.4：
Tree Transformations / 3.3：
Tree Recolorings / 3.3.1：
Tree Substitutions / 3.3.2：
Tree Transducers / 3.3.3：
Inverse Substitutions / 3.3.4：
A Summary / 3.3.5：
The Class of Reducible Trees / 3.4：
Compositional Properties of Types / 3.4.1：
Closure Properties / 3.4.2：
Effectiveness of the Contraction Method / 3.5：
Reducible Trees and the Caucal Hierarchy / 3.5.1：
Two-Way Alternating Tree Automata / 3.5.2：
Morphic Trees / 3.5.3：
Layered Temporal Structures / 3.5.4：
Summary / 3.6：
Technical Proofs / A：
Proofs of Theorem 5 and Theorem 6 / A.l：
Proof of Theorem 8 / A.2：
Proof of Proposition 34 / A.3：
References
Notation
Index
Introduction / 1：
Word Automata and Time Granularities / 2：
Background Knowledge / 2.1：
2.

電子ブック
ＥＢ
2. Automata for Branching and Layered Temporal Structures
Gabriele Puppis, Takeo Kanade
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
Word Automata and Time Granularities / 2：
Background Knowledge / 2.1：
Words and Languages / 2.1.1：
Periodicity of Words / 2.1.2：
Word Automata / 2.1.3：
Time Granularities / 2.1.4：
The String-Based and Automaton-Based Approaches / 2.2：
The Granspec Formalism / 2.2.1：
From Granspecs to Single-String Automata / 2.2.2：
Counters and Multiple Transitions / 2.2.3：
The Logical Counterpart of RCSSA / 2.2.4：
Compact and Tractable Representations / 2.3：
Nested Repetitions of Words / 2.3.1：
Algorithms on NCSSA / 2.3.2：
Optimizing Representations / 2.3.3：
Reasoning on Sets of Granularities / 2.4：
Languages of Ultimately Periodic Words / 2.4.1：
Ultimately Periodic Automata / 2.4.2：
Algorithms on UPA / 2.4.3：
Applications to Time Granularity / 2.4.4：
Discussion / 2.5：
Tree Automata and Logics / 3：
Graphs and Trees / 3.1：
Tree Automata / 3.1.2：
Monadic Second-Order Logic / 3.1.3：
The Model Checking Problem / 3.1.4：
The Contraction Method for Tree Automata / 3.2：
Features and Types / 3.2.1：
Types and the Acceptance Problem / 3.2.2：
From Trees to Their Retractions / 3.2.3：
An Example / 3.2.4：
Tree Transformations / 3.3：
Tree Recolorings / 3.3.1：
Tree Substitutions / 3.3.2：
Tree Transducers / 3.3.3：
Inverse Substitutions / 3.3.4：
A Summary / 3.3.5：
The Class of Reducible Trees / 3.4：
Compositional Properties of Types / 3.4.1：
Closure Properties / 3.4.2：
Effectiveness of the Contraction Method / 3.5：
Reducible Trees and the Caucal Hierarchy / 3.5.1：
Two-Way Alternating Tree Automata / 3.5.2：
Morphic Trees / 3.5.3：
Layered Temporal Structures / 3.5.4：
Summary / 3.6：
Technical Proofs / A：
Proofs of Theorem 5 and Theorem 6 / A.l：
Proof of Theorem 8 / A.2：
Proof of Proposition 34 / A.3：
References
Notation
Index
Introduction / 1：
Word Automata and Time Granularities / 2：
Background Knowledge / 2.1：
3.

電子ブック
ＥＢ
3. Sensitivity Analysis for Neural Networks
Daniel S. Yeung, Ian Cloete, Wing W. Y. Ng, Daming Shi
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Introduction to Neural Networks / 1：
Properties of Neural Networks / 1.1：
Neural Network Learning / 1.2：
Supervised Learning / 1.2.1：
Unsupervised Learning / 1.2.2：
Perceptron / 1.3：
Adaline and Least Mean Square Algorithm / 1.4：
Multilayer Perceptron and Backpropagation Algorithm / 1.5：
Output Layer Learning / 1.5.1：
Hidden Layer Learning / 1.5.2：
Radial Basis Function Networks / 1.6：
Support Vector Machines / 1.7：
Principles of Sensitivity Analysis / 2：
Perturbations in Neural Networks / 2.1：
Neural Network Sensitivity Analysis / 2.2：
Fundamental Methods of Sensitivity Analysis / 2.3：
Geometrical Approach / 2.3.1：
Statistical Approach / 2.3.2：
Summary / 2.4：
Hyper-Rectangle Model / 3：
Hyper-Rectangle Model for Input Space of MLP / 3.1：
Sensitivity Measure of MLP / 3.2：
Discussion / 3.3：
Sensitivity Analysis with Parameterized Activation Function / 4：
Parameterized Antisymmetric Squashing Function / 4.1：
Sensitivity Measure / 4.2：
Localized Generalization Error Model / 4.3：
Introduction / 5.1：
The Localized Generalization Error Model / 5.2：
The Q-Neighborhood and Q-Union / 5.2.1：
The Localized Generalization Error Bound / 5.2.2：
Stochastic Sensitivity Measure for RBFNN / 5.2.3：
Characteristics of the Error Bound / 5.2.4：
Comparing Two Classifiers Using the Error Bound / 5.2.5：
Architecture Selection Using the Error Bound / 5.3：
Critical Vector Learning for RBF Networks / 5.3.1：
Related Work / 6.1：
Construction of RBF Networks with Sensitivity Analysis / 6.2：
RBF Classifiers' Sensitivity to the Kernel Function Centers / 6.2.1：
Orthogonal Least Square Transform / 6.2.2：
Critical Vector Selection / 6.2.3：
Sensitivity Analysis of Prior Knowledge / 6.3：
KBANNs / 7.1：
Inductive Bias / 7.2：
Sensitivity Analysis and Measures / 7.3：
Output-Pattern Sensitivity / 7.3.1：
Output-Weight Sensitivity / 7.3.2：
Output-H Sensitivity / 7.3.3：
Euclidean Distance / 7.3.4：
Promoter Recognition / 7.4：
Data and Initial Domain Theory / 7.4.1：
Experimental Methodology / 7.4.2：
Discussion and Conclusion / 7.5：
Applications / 8：
Input Dimension Reduction / 8.1：
Sensitivity Matrix / 8.1.1：
Criteria for Pruning Inputs / 8.1.2：
Network Optimization / 8.2：
Selective Learning / 8.3：
Hardware Robustness / 8.4：
Measure of Nonlinearity / 8.5：
Parameter Tuning for Neocognitron / 8.6：
Receptive Field / 8.6.1：
Selectivity / 8.6.2：
Sensitivity Analysis of the Neocognitron / 8.6.3：
Bibliography
Introduction to Neural Networks / 1：
Properties of Neural Networks / 1.1：
Neural Network Learning / 1.2：
4.

電子ブック
ＥＢ
4. Sensitivity Analysis for Neural Networks
Daniel S. Yeung, Ian Cloete, Wing W. Y. Ng, Daming Shi
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction to Neural Networks / 1：
Properties of Neural Networks / 1.1：
Neural Network Learning / 1.2：
Supervised Learning / 1.2.1：
Unsupervised Learning / 1.2.2：
Perceptron / 1.3：
Adaline and Least Mean Square Algorithm / 1.4：
Multilayer Perceptron and Backpropagation Algorithm / 1.5：
Output Layer Learning / 1.5.1：
Hidden Layer Learning / 1.5.2：
Radial Basis Function Networks / 1.6：
Support Vector Machines / 1.7：
Principles of Sensitivity Analysis / 2：
Perturbations in Neural Networks / 2.1：
Neural Network Sensitivity Analysis / 2.2：
Fundamental Methods of Sensitivity Analysis / 2.3：
Geometrical Approach / 2.3.1：
Statistical Approach / 2.3.2：
Summary / 2.4：
Hyper-Rectangle Model / 3：
Hyper-Rectangle Model for Input Space of MLP / 3.1：
Sensitivity Measure of MLP / 3.2：
Discussion / 3.3：
Sensitivity Analysis with Parameterized Activation Function / 4：
Parameterized Antisymmetric Squashing Function / 4.1：
Sensitivity Measure / 4.2：
Localized Generalization Error Model / 4.3：
Introduction / 5.1：
The Localized Generalization Error Model / 5.2：
The Q-Neighborhood and Q-Union / 5.2.1：
The Localized Generalization Error Bound / 5.2.2：
Stochastic Sensitivity Measure for RBFNN / 5.2.3：
Characteristics of the Error Bound / 5.2.4：
Comparing Two Classifiers Using the Error Bound / 5.2.5：
Architecture Selection Using the Error Bound / 5.3：
Critical Vector Learning for RBF Networks / 5.3.1：
Related Work / 6.1：
Construction of RBF Networks with Sensitivity Analysis / 6.2：
RBF Classifiers' Sensitivity to the Kernel Function Centers / 6.2.1：
Orthogonal Least Square Transform / 6.2.2：
Critical Vector Selection / 6.2.3：
Sensitivity Analysis of Prior Knowledge / 6.3：
KBANNs / 7.1：
Inductive Bias / 7.2：
Sensitivity Analysis and Measures / 7.3：
Output-Pattern Sensitivity / 7.3.1：
Output-Weight Sensitivity / 7.3.2：
Output-H Sensitivity / 7.3.3：
Euclidean Distance / 7.3.4：
Promoter Recognition / 7.4：
Data and Initial Domain Theory / 7.4.1：
Experimental Methodology / 7.4.2：
Discussion and Conclusion / 7.5：
Applications / 8：
Input Dimension Reduction / 8.1：
Sensitivity Matrix / 8.1.1：
Criteria for Pruning Inputs / 8.1.2：
Network Optimization / 8.2：
Selective Learning / 8.3：
Hardware Robustness / 8.4：
Measure of Nonlinearity / 8.5：
Parameter Tuning for Neocognitron / 8.6：
Receptive Field / 8.6.1：
Selectivity / 8.6.2：
Sensitivity Analysis of the Neocognitron / 8.6.3：
Bibliography
Introduction to Neural Networks / 1：
Properties of Neural Networks / 1.1：
Neural Network Learning / 1.2：
5.

電子ブック
ＥＢ
5. Architecture-Based Design of Multi-Agent Systems
Danny Weyns
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Introduction / 1：
Software Architecture and Middleware / 1.1：
Software Architecture / 1.1.1：
Middleware / 1.1.2：
Agent-Oriented Methodologies / 1.2：
Case Study / 1.3：
Overview of the Book / 1.4：
Overview of Architecture-Based Design of Multi-Agent Systems / 2：
General Overview of the Approach / 2.1：
Architectural Design in the Development Life Cycle / 2.1.1：
Steps of Architecture-Based Design of Multi-Agent Systems / 2.1.2：
Functional and Quality Attribute Requirements / 2.2：
Architectural Design / 2.3：
Architectural Patterns / 2.3.1：
ADD Process / 2.3.2：
Middleware Support for Multi-Agent Systems / 2.4：
Documenting Software Architecture / 2.5：
Architectural Views / 2.5.1：
Architectural Description Languages / 2.5.2：
Evaluating Software Architecture / 2.6：
From Software Architecture to Downstream Design and Implementation / 2.7：
Summary / 2.8：
Capturing Expertise in Multi-Agent System Engineering with Architectural Patterns / 3：
Situated Multi-Agent Systems / 3.1：
Single-Agent Systems / 3.1.1：
Multi-Agent Systems / 3.1.2：
Target Domain of the Pattern Language for Situated Multi-Agent Systems / 3.2：
Overview of the Pattern Language / 3.3：
Pattern Template / 3.4：
Virtual Environment / 3.5：
Primary Presentation / 3.5.1：
Architectural Elements / 3.5.2：
Interface Descriptions / 3.5.3：
Design Rationale / 3.5.4：
Situated Agent / 3.6：
Selective Perception / 3.6.1：
Roles and Situated Commitments / 3.7.1：
Free-Flow Trees Extended with Roles and Situated Commitments / 3.8.1：
Protocol-Based Communication / 3.9：
Architectural Design of Multi-Agent Systems / 3.9.1：
Designing and Documenting Multi-Agent System Architectures / 4.1：
Designing and Documenting Architecture in the Development Life Cycle / 4.1.1：
Inputs and Outputs of ADD / 4.1.2：
Overview of the ADD Activities / 4.1.3：
The Domain of Automated Transportation Systems / 4.2：
Business Case / 4.2.2：
System Requirements / 4.2.3：
General Overview of the Design / 4.3：
Challenges at the Outset / 4.3.1：
The System and Its Environment / 4.3.2：
Design Process / 4.3.3：
High-Level Design / 4.3.4：
Architecture Documentation / 4.4：
Introduction to the Architecture Documentation / 4.4.1：
Deployment View / 4.4.2：
Module Uses View / 4.4.3：
Collaborating Components View / 4.4.4：
Middleware for Distributed Multi-Agent Systems / 4.5：
Middleware Support for Distributed, Decentralized Coordination / 5.1：
Middleware in Distributed Software Systems / 5.1.1：
Middleware in Multi-Agent Systems / 5.1.2：
Scope of the Middleware and Requirements / 5.2：
Objectplaces / 5.2.2：
Views / 5.2.3：
Coordination Roles / 5.2.4：
Middleware Architecture / 5.3：
High-Level Module Decomposition / 5.3.1：
Group Formation / 5.3.2：
View Management / 5.3.3：
Role Activation / 5.3.4：
Collision Avoidance in the AGV Transportation System / 5.4：
Collision Avoidance / 5.4.1：
Collision Avoidance Protocol / 5.4.2：
Software Architecture: Communicating Processes for Collision Avoidance / 5.4.3：
Task Assignment / 5.5：
Schedule-Based Task Assignment / 6.1：
FiTA: Field-Based Task Assignment / 6.2：
Coordination Fields / 6.2.1：
Adaptive Task Assignment / 6.2.2：
Dealing With Local Minima / 6.2.3：
DynCNET Protocol / 6.3：
Monitoring the Area of Interest / 6.3.1：
Convergence / 6.3.3：
Synchronization Issues / 6.3.4：
Evaluation / 6.4：
Test Setting / 6.4.1：
Test Results / 6.4.2：
Tradeoff Analysis / 6.4.3：
Evaluation of Multi-Agent System Architectures / 6.5：
Evaluating Multi-Agent System Architectures with ATAM / 7.1：
Architecture Evaluation in the Development Life Cycle / 7.1.1：
Objectives of a Multi-Agent System Architecture Evaluation / 7.1.2：
Overview of the ATAM Activities / 7.1.3：
AGV Transportation System for a Tea Processing Warehouse / 7.2：
Evaluation Process / 7.2.2：
Quality Attribute Workshop / 7.2.3：
Analysis of Architectural Approaches / 7.2.4：
Reflection on ATAM for Evaluating a Multi-Agent System Architecture / 7.3：
ATAM Follow-Up and Demonstrator / 7.4：
Related Approaches / 7.5：
Architectural Approaches and Multi-Agent Systems / 8.1：
Architectural Styles / 8.1.1：
Reference Models and Architectures for Multi-Agent Systems / 8.1.2：
Middleware for Mobile Systems / 8.2：
Work Related to Views / 8.2.1：
Work Related to Coordination Roles / 8.2.2：
Scheduling and Routing of AGV Transportation Systems / 8.3：
AI and Robotics Approaches / 8.3.1：
Multi-Agent System Approaches / 8.3.2：
Conclusions / 9：
Reflection on Architecture-Based Design of Multi-Agent Systems / 9.1：
It Works! / 9.1.1：
Reflection on the Project with Egemin / 9.1.2：
Lessons Learned and Challenges / 9.2：
Dealing with Quality Attributes / 9.2.1：
Designing a Multi-Agent System Architecture / 9.2.2：
Integrating a Multi-Agent System with Its Software Environment / 9.2.3：
Impact of Adopting a Multi-Agent System / 9.2.4：
?-ADL Specification of the Architectural Patterns / A：
Language Constructs / A.1：
Virtual Environment Pattern / A.2：
Situated Agent Pattern / A.3：
Synchronization in the DynCNET Protocol / B：
Synchronization of Abort and Bound Messages / B.1：
Synchronization of Scope Dynamics / B.2：
Overview / C：
Invariant / C.2：
Maintaining the Invariant / C.3：
Glossary
References
Index
Introduction / 1：
Software Architecture and Middleware / 1.1：
Software Architecture / 1.1.1：
6.

電子ブック
ＥＢ
6. Architecture-Based Design of Multi-Agent Systems
Danny Weyns
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
Software Architecture and Middleware / 1.1：
Software Architecture / 1.1.1：
Middleware / 1.1.2：
Agent-Oriented Methodologies / 1.2：
Case Study / 1.3：
Overview of the Book / 1.4：
Overview of Architecture-Based Design of Multi-Agent Systems / 2：
General Overview of the Approach / 2.1：
Architectural Design in the Development Life Cycle / 2.1.1：
Steps of Architecture-Based Design of Multi-Agent Systems / 2.1.2：
Functional and Quality Attribute Requirements / 2.2：
Architectural Design / 2.3：
Architectural Patterns / 2.3.1：
ADD Process / 2.3.2：
Middleware Support for Multi-Agent Systems / 2.4：
Documenting Software Architecture / 2.5：
Architectural Views / 2.5.1：
Architectural Description Languages / 2.5.2：
Evaluating Software Architecture / 2.6：
From Software Architecture to Downstream Design and Implementation / 2.7：
Summary / 2.8：
Capturing Expertise in Multi-Agent System Engineering with Architectural Patterns / 3：
Situated Multi-Agent Systems / 3.1：
Single-Agent Systems / 3.1.1：
Multi-Agent Systems / 3.1.2：
Target Domain of the Pattern Language for Situated Multi-Agent Systems / 3.2：
Overview of the Pattern Language / 3.3：
Pattern Template / 3.4：
Virtual Environment / 3.5：
Primary Presentation / 3.5.1：
Architectural Elements / 3.5.2：
Interface Descriptions / 3.5.3：
Design Rationale / 3.5.4：
Situated Agent / 3.6：
Selective Perception / 3.6.1：
Roles and Situated Commitments / 3.7.1：
Free-Flow Trees Extended with Roles and Situated Commitments / 3.8.1：
Protocol-Based Communication / 3.9：
Architectural Design of Multi-Agent Systems / 3.9.1：
Designing and Documenting Multi-Agent System Architectures / 4.1：
Designing and Documenting Architecture in the Development Life Cycle / 4.1.1：
Inputs and Outputs of ADD / 4.1.2：
Overview of the ADD Activities / 4.1.3：
The Domain of Automated Transportation Systems / 4.2：
Business Case / 4.2.2：
System Requirements / 4.2.3：
General Overview of the Design / 4.3：
Challenges at the Outset / 4.3.1：
The System and Its Environment / 4.3.2：
Design Process / 4.3.3：
High-Level Design / 4.3.4：
Architecture Documentation / 4.4：
Introduction to the Architecture Documentation / 4.4.1：
Deployment View / 4.4.2：
Module Uses View / 4.4.3：
Collaborating Components View / 4.4.4：
Middleware for Distributed Multi-Agent Systems / 4.5：
Middleware Support for Distributed, Decentralized Coordination / 5.1：
Middleware in Distributed Software Systems / 5.1.1：
Middleware in Multi-Agent Systems / 5.1.2：
Scope of the Middleware and Requirements / 5.2：
Objectplaces / 5.2.2：
Views / 5.2.3：
Coordination Roles / 5.2.4：
Middleware Architecture / 5.3：
High-Level Module Decomposition / 5.3.1：
Group Formation / 5.3.2：
View Management / 5.3.3：
Role Activation / 5.3.4：
Collision Avoidance in the AGV Transportation System / 5.4：
Collision Avoidance / 5.4.1：
Collision Avoidance Protocol / 5.4.2：
Software Architecture: Communicating Processes for Collision Avoidance / 5.4.3：
Task Assignment / 5.5：
Schedule-Based Task Assignment / 6.1：
FiTA: Field-Based Task Assignment / 6.2：
Coordination Fields / 6.2.1：
Adaptive Task Assignment / 6.2.2：
Dealing With Local Minima / 6.2.3：
DynCNET Protocol / 6.3：
Monitoring the Area of Interest / 6.3.1：
Convergence / 6.3.3：
Synchronization Issues / 6.3.4：
Evaluation / 6.4：
Test Setting / 6.4.1：
Test Results / 6.4.2：
Tradeoff Analysis / 6.4.3：
Evaluation of Multi-Agent System Architectures / 6.5：
Evaluating Multi-Agent System Architectures with ATAM / 7.1：
Architecture Evaluation in the Development Life Cycle / 7.1.1：
Objectives of a Multi-Agent System Architecture Evaluation / 7.1.2：
Overview of the ATAM Activities / 7.1.3：
AGV Transportation System for a Tea Processing Warehouse / 7.2：
Evaluation Process / 7.2.2：
Quality Attribute Workshop / 7.2.3：
Analysis of Architectural Approaches / 7.2.4：
Reflection on ATAM for Evaluating a Multi-Agent System Architecture / 7.3：
ATAM Follow-Up and Demonstrator / 7.4：
Related Approaches / 7.5：
Architectural Approaches and Multi-Agent Systems / 8.1：
Architectural Styles / 8.1.1：
Reference Models and Architectures for Multi-Agent Systems / 8.1.2：
Middleware for Mobile Systems / 8.2：
Work Related to Views / 8.2.1：
Work Related to Coordination Roles / 8.2.2：
Scheduling and Routing of AGV Transportation Systems / 8.3：
AI and Robotics Approaches / 8.3.1：
Multi-Agent System Approaches / 8.3.2：
Conclusions / 9：
Reflection on Architecture-Based Design of Multi-Agent Systems / 9.1：
It Works! / 9.1.1：
Reflection on the Project with Egemin / 9.1.2：
Lessons Learned and Challenges / 9.2：
Dealing with Quality Attributes / 9.2.1：
Designing a Multi-Agent System Architecture / 9.2.2：
Integrating a Multi-Agent System with Its Software Environment / 9.2.3：
Impact of Adopting a Multi-Agent System / 9.2.4：
?-ADL Specification of the Architectural Patterns / A：
Language Constructs / A.1：
Virtual Environment Pattern / A.2：
Situated Agent Pattern / A.3：
Synchronization in the DynCNET Protocol / B：
Synchronization of Abort and Bound Messages / B.1：
Synchronization of Scope Dynamics / B.2：
Overview / C：
Invariant / C.2：
Maintaining the Invariant / C.3：
Glossary
References
Index
Introduction / 1：
Software Architecture and Middleware / 1.1：
Software Architecture / 1.1.1：
7.

電子ブック
ＥＢ
7. Logical Tools for Handling Change in Agent-Based Systems
Dov M. Gabbay, Karl Schlechta
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Introduction and Motivation / 1：
Programme / 1.1：
Short Overview of the Different Logics / 1.2：
Nonmonotonic Logics / 1.2.1：
Theory Revision / 1.2.2：
Theory Update / 1.2.3：
Deontic Logic / 1.2.4：
Counterfactual Conditionals / 1.2.5：
Modal Logic / 1.2.6：
Intuitionistic Logic / 1.2.7：
Inheritance Systems / 1.2.8：
A Summarizing Table for the Semantics / 1.2.9：
A Discussion of Concepts / 1.3：
Basic Semantic Entities, Truth Values, and Operators / 1.3.1：
Algebraic and Structural Semantics / 1.3.2：
Restricted Operators and Relations / 1.3.3：
Copies in Preferential Models / 1.3.4：
Further Remarks on Universality of Representation Proofs / 1.3.5：
$$$ in the Object Language? / 1.3.6：
Various Considerations on Abstract Semantics / 1.3.7：
A Comparison with Reiter Defaults / 1.3.8：
IBRS / 1.4：
Definition and Comments / 1.4.1：
The Power of IBRS / 1.4.2：
Abstract Semantics for IBRS and Its Engineering Realization / 1.4.3：
Basic Definitions and Results / 2：
Algebraic Definitions / 2.1：
Basic Logical Definitions / 2.2：
Basic Definitions and Results for Nonmonotonic Logics / 2.3：
Abstract Semantics by Size / 3：
The First-Order Setting / 3.1：
General Size Semantics / 3.2：
Introduction / 3.2.1：
Main Table / 3.2.2：
Coherent Systems / 3.2.3：
Size and Principal Filter Logic / 3.2.4：
Preferential Structures - Part I / 4：
Remarks on Nonmonotonic Logics and Preferential Semantics / 4.1：
Basic Definitions / 4.1.2：
Preferential Structures Without Domain Conditions / 4.2：
General Discussion / 4.2.1：
Detailed Discussion / 4.2.2：
Preferential Structures - Part II / 5：
Simplifications by Domain Conditions, Logical Properties / 5.1：
Smooth Structures / 5.1.1：
Ranked Structures / 5.1.3：
The Logical Properties with Definability Preservation / 5.1.4：
A-Ranked Structures / 5.2：
Representation Results for A-Ranked Structures / 5.2.1：
Two-Sequent Calculi / 5.3：
Plausibility Logic / 5.3.1：
A Comment on the Work by Arieli and Avron / 5.3.3：
Blurred Observation - Absence of Definability Preservation / 5.4：
General and Smooth Structures Without Definability Preservation / 5.4.1：
The Limit Variant / 5.4.3：
The Algebraic Limit / 5.5.1：
The Logical Limit / 5.5.3：
Higher Preferential Structures / 6：
The General Case / 6.1：
Discussion of the Totally Smooth Case / 6.3：
The Essentially Smooth Case / 6.4：
Translation to Logic / 6.5：
Deontic Logic and Hierarchical Conditionals / 7：
Semantics of Deontic Logic / 7.1：
Introductory Remarks / 7.1.1：
Philosophical Discussion of Obligations / 7.1.2：
Examination of the Various Cases / 7.1.4：
What Is An Obligation? / 7.1.5：
Conclusion / 7.1.6：
A Comment on Work by Aqvist / 7.2：
There Are (At Least) Two Solutions / 7.2.1：
Outline / 7.2.3：
Gm $$$ A Implies G $$$ A (Outline) / 7.2.4：
Hierarchical Conditionals / 7.3：
Formal Modelling and Summary of Results / 7.3.1：
Overview / 7.3.3：
Connections with Other Concepts / 7.3.4：
Formal Results and Representation for Hierarchical Conditionals / 7.3.5：
Theory Update and Theory Revision / 8：
Update / 8.1：
Hidden Dimensions / 8.1.1：
Introduction to Theory Revision / 8.2：
Booth Revision / 8.2.2：
Revision and Independence / 8.2.3：
Preferential Modelling of Defaults / 8.2.4：
Remarks on Independence / 8.2.5：
An Analysis of Defeasible Inheritance Systems / 9：
Terminology / 9.1：
Inheritance and Reactive Diagrams / 9.1.2：
Conceptual Analysis / 9.1.3：
Introduction to Nonmonotonic Inheritance / 9.2：
Basic Discussion / 9.2.1：
Directly Sceptical Split Validity Upward Chaining Off-Path Inheritance / 9.2.2：
Review of Other Approaches and Problems / 9.2.3：
Defeasible Inheritance and Reactive Diagrams / 9.3：
Summary of Our Algorithm / 9.3.1：
Compilation and Memorization / 9.3.2：
Executing the Algorithm / 9.3.4：
Signposts / 9.3.5：
Beyond Inheritance / 9.3.6：
Interpretations / 9.4：
Informal Comparison of Inheritance with the Systems P and R / 9.4.1：
Inheritance as Information Transfer / 9.4.3：
Inheritance as Reasoning with Prototypes / 9.4.4：
Detailed Translation of Inheritance to Modified Systems of Small Sets / 9.5：
Normality / 9.5.1：
Small Sets / 9.5.2：
Bibliography
Index
Introduction and Motivation / 1：
Programme / 1.1：
Short Overview of the Different Logics / 1.2：
8.

電子ブック
ＥＢ
8. Logical Tools for Handling Change in Agent-Based Systems
Dov M. Gabbay, Karl Schlechta
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction and Motivation / 1：
Programme / 1.1：
Short Overview of the Different Logics / 1.2：
Nonmonotonic Logics / 1.2.1：
Theory Revision / 1.2.2：
Theory Update / 1.2.3：
Deontic Logic / 1.2.4：
Counterfactual Conditionals / 1.2.5：
Modal Logic / 1.2.6：
Intuitionistic Logic / 1.2.7：
Inheritance Systems / 1.2.8：
A Summarizing Table for the Semantics / 1.2.9：
A Discussion of Concepts / 1.3：
Basic Semantic Entities, Truth Values, and Operators / 1.3.1：
Algebraic and Structural Semantics / 1.3.2：
Restricted Operators and Relations / 1.3.3：
Copies in Preferential Models / 1.3.4：
Further Remarks on Universality of Representation Proofs / 1.3.5：
$$$ in the Object Language? / 1.3.6：
Various Considerations on Abstract Semantics / 1.3.7：
A Comparison with Reiter Defaults / 1.3.8：
IBRS / 1.4：
Definition and Comments / 1.4.1：
The Power of IBRS / 1.4.2：
Abstract Semantics for IBRS and Its Engineering Realization / 1.4.3：
Basic Definitions and Results / 2：
Algebraic Definitions / 2.1：
Basic Logical Definitions / 2.2：
Basic Definitions and Results for Nonmonotonic Logics / 2.3：
Abstract Semantics by Size / 3：
The First-Order Setting / 3.1：
General Size Semantics / 3.2：
Introduction / 3.2.1：
Main Table / 3.2.2：
Coherent Systems / 3.2.3：
Size and Principal Filter Logic / 3.2.4：
Preferential Structures - Part I / 4：
Remarks on Nonmonotonic Logics and Preferential Semantics / 4.1：
Basic Definitions / 4.1.2：
Preferential Structures Without Domain Conditions / 4.2：
General Discussion / 4.2.1：
Detailed Discussion / 4.2.2：
Preferential Structures - Part II / 5：
Simplifications by Domain Conditions, Logical Properties / 5.1：
Smooth Structures / 5.1.1：
Ranked Structures / 5.1.3：
The Logical Properties with Definability Preservation / 5.1.4：
A-Ranked Structures / 5.2：
Representation Results for A-Ranked Structures / 5.2.1：
Two-Sequent Calculi / 5.3：
Plausibility Logic / 5.3.1：
A Comment on the Work by Arieli and Avron / 5.3.3：
Blurred Observation - Absence of Definability Preservation / 5.4：
General and Smooth Structures Without Definability Preservation / 5.4.1：
The Limit Variant / 5.4.3：
The Algebraic Limit / 5.5.1：
The Logical Limit / 5.5.3：
Higher Preferential Structures / 6：
The General Case / 6.1：
Discussion of the Totally Smooth Case / 6.3：
The Essentially Smooth Case / 6.4：
Translation to Logic / 6.5：
Deontic Logic and Hierarchical Conditionals / 7：
Semantics of Deontic Logic / 7.1：
Introductory Remarks / 7.1.1：
Philosophical Discussion of Obligations / 7.1.2：
Examination of the Various Cases / 7.1.4：
What Is An Obligation? / 7.1.5：
Conclusion / 7.1.6：
A Comment on Work by Aqvist / 7.2：
There Are (At Least) Two Solutions / 7.2.1：
Outline / 7.2.3：
Gm $$$ A Implies G $$$ A (Outline) / 7.2.4：
Hierarchical Conditionals / 7.3：
Formal Modelling and Summary of Results / 7.3.1：
Overview / 7.3.3：
Connections with Other Concepts / 7.3.4：
Formal Results and Representation for Hierarchical Conditionals / 7.3.5：
Theory Update and Theory Revision / 8：
Update / 8.1：
Hidden Dimensions / 8.1.1：
Introduction to Theory Revision / 8.2：
Booth Revision / 8.2.2：
Revision and Independence / 8.2.3：
Preferential Modelling of Defaults / 8.2.4：
Remarks on Independence / 8.2.5：
An Analysis of Defeasible Inheritance Systems / 9：
Terminology / 9.1：
Inheritance and Reactive Diagrams / 9.1.2：
Conceptual Analysis / 9.1.3：
Introduction to Nonmonotonic Inheritance / 9.2：
Basic Discussion / 9.2.1：
Directly Sceptical Split Validity Upward Chaining Off-Path Inheritance / 9.2.2：
Review of Other Approaches and Problems / 9.2.3：
Defeasible Inheritance and Reactive Diagrams / 9.3：
Summary of Our Algorithm / 9.3.1：
Compilation and Memorization / 9.3.2：
Executing the Algorithm / 9.3.4：
Signposts / 9.3.5：
Beyond Inheritance / 9.3.6：
Interpretations / 9.4：
Informal Comparison of Inheritance with the Systems P and R / 9.4.1：
Inheritance as Information Transfer / 9.4.3：
Inheritance as Reasoning with Prototypes / 9.4.4：
Detailed Translation of Inheritance to Modified Systems of Small Sets / 9.5：
Normality / 9.5.1：
Small Sets / 9.5.2：
Bibliography
Index
Introduction and Motivation / 1：
Programme / 1.1：
Short Overview of the Different Logics / 1.2：
9.

電子ブック
ＥＢ
9. Dependency Structures and Lexicalized Grammars
Marco Kuhlmann, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
Motivation / 1.1：
Dependency Structures / 1.1.1：
Generative Capacity and Non-projectivity / 1.1.2：
Lexicalized Grammars Induce Dependency Trees / 1.2：
Overview of the Book / 1.3：
Dependency Languages / 1.3.1：
Contributions / 1.3.3：
Preliminaries / 2：
Projective Dependency Structures / 3：
Projectivity / 3.1：
Projectivity in the Sense of Harper and Hays / 3.1.1：
Projectivity in the Sense of Lecerf and Ihm / 3.1.2：
Projectivity in the Sense of Fitialov / 3.1.3：
Related Work / 3.1.4：
Algebraic Framework / 3.2：
Tree Traversal Strategies / 3.2.1：
Traversal of Treelet-Ordered Trees / 3.2.2：
Order Annotations / 3.2.3：
Dependency Algebras / 3.2.4：
Algorithmic Problems / 3.3：
Encoding and Decoding / 3.3.1：
Testing whether a Dependency Structure Is Projective / 3.3.2：
Empirical Evaluation / 3.3.3：
The Projectivity Hypothesis / 3.4.1：
Experimental Setup / 3.4.2：
Results and Discussion / 3.4.3：
Dependency Structures of Bounded Degree / 3.4.4：
The Block-Degree Measure / 4.1：
Blocks and Block-Degree / 4.1.1：
A Hierarchy of Non-projective Dependency Structures / 4.1.2：
Traversal of Block-Ordered Trees / 4.1.3：
Segmented Dependency Structures / 4.2.2：
Dependency Structure Algebras / 4.2.3：
Encoding / 4.3：
Computing the Block-Degree of a Dependency Structure / 4.3.2：
Dependency Structures without Crossings / 4.4：
Weakly Non-projective Dependency Structures / 5.1：
Definition of Weak Non-projectivity / 5.1.1：
Relation to the Block-Degree Measure / 5.1.2：
Algebraic Opaqueness / 5.1.3：
Well-Nested Dependency Structures / 5.1.4：
Definition of Well-Nestedness / 5.2.1：
Non-crossing Partitions / 5.2.2：
Algebraic Characterization / 5.2.3：
Testing whether a Dependency Structure Is Well-Nested / 5.2.4：
Structures and Grammars / 5.2.5：
Context-Free Grammars / 6.1：
Definition / 6.1.1：
String Semantics / 6.1.2：
Linearization Semantics / 6.1.3：
Dependency Semantics / 6.1.4：
Linear Context-Free Rewriting Systems / 6.2：
Non-essential Concatenation Functions / 6.2.1：
Coupled Context-Free Grammars / 6.2.4：
Tree Adjoining Grammar / 6.3.1：
Regular Dependency Languages / 6.4.1：
Regular Sets of Dependency Structures / 7.1：
Algebraic Recognizability / 7.1.1：
Elementary Properties / 7.1.2：
Regular Term Grammars / 7.1.3：
Regular Dependency Grammars / 7.1.4：
Dependency Languages and Lexicalized Grammars / 7.1.5：
Pumping Lemmata / 7.2：
The Pumping Lemma for Regular Term Languages / 7.2.1：
Ogden's Lemma for Regular Term Languages / 7.2.2：
Constant Growth / 7.3：
Constant Growth and Semilinearity / 7.3.1：
Regular Term Languages are Semilinear / 7.3.2：
Generative Capacity and Parsing Complexity / 7.3.3：
Projection of String Languages / 8.1：
Labelled Dependency Structures / 8.1.1：
String-Generating Regular Dependency Grammars / 8.1.2：
String-Generative Capacity / 8.1.3：
String Languages and Structural Properties / 8.2：
Masked Strings / 8.2.1：
Enforcing a Given Block-Degree / 8.2.2：
Enforcing Ill-Nestedness / 8.2.3：
Hierarchies of String Languages / 8.2.4：
Parsing Complexity / 8.2.5：
Membership Problems / 8.3.1：
The Standard Membership Problem / 8.3.2：
The Uniform Membership Problem / 8.3.3：
Recognition of Well-Nested Languages / 8.3.4：
Conclusion / 8.3.5：
Main Contributions / 9.1：
Future Directions / 9.2：
Development of the Formalism / 9.2.1：
Linguistic Relevance / 9.2.2：
Applications to Parsing / 9.2.3：
An Algebraic Perspective on Grammar Formalisms / 9.2.4：
References
Index
Introduction / 1：
Motivation / 1.1：
Dependency Structures / 1.1.1：
10.

電子ブック
ＥＢ
10. Dependency Structures and Lexicalized Grammars
Marco Kuhlmann, Takeo Kanade, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
Motivation / 1.1：
Dependency Structures / 1.1.1：
Generative Capacity and Non-projectivity / 1.1.2：
Lexicalized Grammars Induce Dependency Trees / 1.2：
Overview of the Book / 1.3：
Dependency Languages / 1.3.1：
Contributions / 1.3.3：
Preliminaries / 2：
Projective Dependency Structures / 3：
Projectivity / 3.1：
Projectivity in the Sense of Harper and Hays / 3.1.1：
Projectivity in the Sense of Lecerf and Ihm / 3.1.2：
Projectivity in the Sense of Fitialov / 3.1.3：
Related Work / 3.1.4：
Algebraic Framework / 3.2：
Tree Traversal Strategies / 3.2.1：
Traversal of Treelet-Ordered Trees / 3.2.2：
Order Annotations / 3.2.3：
Dependency Algebras / 3.2.4：
Algorithmic Problems / 3.3：
Encoding and Decoding / 3.3.1：
Testing whether a Dependency Structure Is Projective / 3.3.2：
Empirical Evaluation / 3.3.3：
The Projectivity Hypothesis / 3.4.1：
Experimental Setup / 3.4.2：
Results and Discussion / 3.4.3：
Dependency Structures of Bounded Degree / 3.4.4：
The Block-Degree Measure / 4.1：
Blocks and Block-Degree / 4.1.1：
A Hierarchy of Non-projective Dependency Structures / 4.1.2：
Traversal of Block-Ordered Trees / 4.1.3：
Segmented Dependency Structures / 4.2.2：
Dependency Structure Algebras / 4.2.3：
Encoding / 4.3：
Computing the Block-Degree of a Dependency Structure / 4.3.2：
Dependency Structures without Crossings / 4.4：
Weakly Non-projective Dependency Structures / 5.1：
Definition of Weak Non-projectivity / 5.1.1：
Relation to the Block-Degree Measure / 5.1.2：
Algebraic Opaqueness / 5.1.3：
Well-Nested Dependency Structures / 5.1.4：
Definition of Well-Nestedness / 5.2.1：
Non-crossing Partitions / 5.2.2：
Algebraic Characterization / 5.2.3：
Testing whether a Dependency Structure Is Well-Nested / 5.2.4：
Structures and Grammars / 5.2.5：
Context-Free Grammars / 6.1：
Definition / 6.1.1：
String Semantics / 6.1.2：
Linearization Semantics / 6.1.3：
Dependency Semantics / 6.1.4：
Linear Context-Free Rewriting Systems / 6.2：
Non-essential Concatenation Functions / 6.2.1：
Coupled Context-Free Grammars / 6.2.4：
Tree Adjoining Grammar / 6.3.1：
Regular Dependency Languages / 6.4.1：
Regular Sets of Dependency Structures / 7.1：
Algebraic Recognizability / 7.1.1：
Elementary Properties / 7.1.2：
Regular Term Grammars / 7.1.3：
Regular Dependency Grammars / 7.1.4：
Dependency Languages and Lexicalized Grammars / 7.1.5：
Pumping Lemmata / 7.2：
The Pumping Lemma for Regular Term Languages / 7.2.1：
Ogden's Lemma for Regular Term Languages / 7.2.2：
Constant Growth / 7.3：
Constant Growth and Semilinearity / 7.3.1：
Regular Term Languages are Semilinear / 7.3.2：
Generative Capacity and Parsing Complexity / 7.3.3：
Projection of String Languages / 8.1：
Labelled Dependency Structures / 8.1.1：
String-Generating Regular Dependency Grammars / 8.1.2：
String-Generative Capacity / 8.1.3：
String Languages and Structural Properties / 8.2：
Masked Strings / 8.2.1：
Enforcing a Given Block-Degree / 8.2.2：
Enforcing Ill-Nestedness / 8.2.3：
Hierarchies of String Languages / 8.2.4：
Parsing Complexity / 8.2.5：
Membership Problems / 8.3.1：
The Standard Membership Problem / 8.3.2：
The Uniform Membership Problem / 8.3.3：
Recognition of Well-Nested Languages / 8.3.4：
Conclusion / 8.3.5：
Main Contributions / 9.1：
Future Directions / 9.2：
Development of the Formalism / 9.2.1：
Linguistic Relevance / 9.2.2：
Applications to Parsing / 9.2.3：
An Algebraic Perspective on Grammar Formalisms / 9.2.4：
References
Index
Introduction / 1：
Motivation / 1.1：
Dependency Structures / 1.1.1：
11.

電子ブック
ＥＢ
11. Introduction to Artificial Intelligence
Wolfgang Ertel
出版情報: Springer eBooks Computer Science , Springer London, 2011
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目次情報: 続きを見る
Introduction / 1：
What Is Artificial Intelligence? / 1.1：
Brain Science and Problem Solving / 1.1.1：
The Turing Test and Chatterbots / 1.1.2：
The History of AI / 1.2：
The First Beginnings / 1.2.1：
Logic Solves (Almost) All Problems / 1.2.2：
The New Connection ism / 1.2.3：
Reasoning Under Uncertainty / 1.2.4：
Distributed, Autonomous and Learning Agents / 1.2.5：
AI Grows up / 1.2.6：
Agents / 1.3：
Knowledge-Based Systems / 1.4：
Exercises / 1.5：
Propositional Logic / 2：
Syntax / 2.1：
Semantics / 2.2：
Proof Systems / 2.3：
Resolution / 2.4：
Horn Clauses / 2.5：
Computability and Complexity / 2.6：
Applications and Limitations / 2.7：
First-order Predicate Logic / 2.8：
Equality / 3.1：
Quantifiers and Normal Forms / 3.3：
ProofCalculi / 3.4：
Resolution Strategies / 3.5：
Automated Theorem Provers / 3.5.2：
Mathematical Examples / 3.7：
Applications / 3.8：
Summary / 3.9：
Limitations of Logic / 3.10：
The Search Space Problem / 4.1：
Decidability and Incompleteness / 4.2：
The Flying Penguin / 4.3：
Modeling Uncertainty / 4.4：
Logic Programming with Prolog / 4.5：
Prolog Systems and Implementations / 5.1：
Simple Examples / 5.2：
Execution Control and Procedural Elements / 5.3：
Lists / 5.4：
Self-modifying Programs / 5.5：
A Planning Example / 5.6：
Constraint Logic Programming / 5.7：
Search, Games and Problem Solving / 5.8：
Uninformed Search / 6.1：
Breadth-First Search / 6.2.1：
Depth-First Search / 6.2.2：
Iterative Deepening / 6.2.3：
Comparison / 6.2.4：
Heuristic Search / 6.3：
Greedy Search / 6.3.1：
A-Search / 6.3.2：
Ida-Search / 6.3.3：
Empirical Comparison of the Search Algorithms / 6.3.4：
Games with Opponents / 6.3.5：
Minimax Search / 6.4.1：
Alpha-Beta-Pruning / 6.4.2：
Non-deterministic Games / 6.4.3：
Heuristic Evaluation Functions / 6.5：
Learning of Heuristics / 6.5.1：
State of the Art / 6.6：
Reasoning with Uncertainty / 6.7：
Computing with Probabilities / 7.1：
Conditional Probability / 7.1.1：
The Principle of Maximum Entropy / 7.2：
An Inference Rule for Probabilities / 7.2.1：
Maximum Entropy Without Explicit Constraints / 7.2.2：
Conditional Probability Versus Material Implication / 7.2.3：
MaxEnt-Systems / 7.2.4：
The Tweety Example / 7.2.5：
Lexmed, an Expert System for Diagnosing Appendicitis / 7.3：
Appendicitis Diagnosis with Formal Methods / 7.3.1：
Hybrid Probabilistic Knowledge Base / 7.3.2：
Application of Lexmed / 7.3.3：
Function of Lexmed / 7.3.4：
Risk Management Using the Cost Matrix / 7.3.5：
Performance / 7.3.6：
Application Areas and Experiences / 7.3.7：
Reasoning with Bayesian Networks / 7.4：
Independent Variables / 7.4.1：
Graphical Representation of Knowledge as a Bayesian Network / 7.4.2：
Conditional Independence / 7.4.3：
Practical Application / 7.4.4：
Software for Bayesian Networks / 7.4.5：
Development of Bayesian Networks / 7.4.6：
Semantics of Bayesian Networks / 7.4.7：
Machine Learning and Data Mining / 7.5：
Data Analysis / 8.1：
The Perceptron, a Linear Classifier / 8.2：
The Learning Rule / 8.2.1：
Optimization and Outlook / 8.2.2：
The Nearest Neighbor Method / 8.3：
Two Classes, Many Classes, Approximation / 8.3.1：
Distance Is Relevant / 8.3.2：
Computation Times / 8.3.3：
Summary and Outlook / 8.3.4：
Case-Based Reasoning / 8.3.5：
Decision Tree Learning / 8.4：
A Simple Example / 8.4.1：
Entropy as a Metric for Information Content / 8.4.2：
Information Gain / 8.4.3：
Application of C4.5 / 8.4.4：
Learning of Appendicitis Diagnosis / 8.4.5：
Continuous Attributes / 8.4.6：
PruningùCutting the Tree / 8.4.7：
Missing Values / 8.4.8：
Learning of Bayesian Networks / 8.4.9：
Learning the Network Structure / 8.5.l：
The Naive Bayes Classifier / 8:6：
Text Classification with Naive Bayes / 8.6.1：
Clustering / 8.7：
Distance Metrics / 8.7.1：
k-Means and the Em Algorithm / 8.7.2：
Hierarchical Clustering / 8.7.3：
Data Mining in Practice / 8.8：
The Data Mining Tool Knime / 8.8.1：
The Perceptron / 8.9：
Nearest Neighbor Method / 8.10.3：
Decision Trees / 8.10.4：
Data Mining / 8.10.5：
Neural Networks / 9：
From Biology to Simulation / 9.1：
The Mathematical Model / 9.1.1：
Hopfield Networks / 9.2：
Application to a Pattern Recognition Example / 9.2.1：
Analysis / 9.2.2：
Neural Associative Memory / 9.2.3：
Correlation Matrix Memory / 9.3.1：
The Pseudoinverse / 9.3.2：
The Binary Hebb Rule / 9.3.3：
A Spelling Correction Program / 9.3.4：
Linear Networks with Minimal Errors / 9.4：
Least Squares Method / 9.4.1：
Application to the Appendicitis Data / 9.4.2：
The Delta Rule / 9.4.3：
Comparison to the Perceptron / 9.4.4：
The Backpropagation Algorithm / 9.5：
Nettalk: A Network Learns to Speak / 9.5.1：
Learning of Heuristics for Theorem Provers / 9.5.2：
Problems and Improvements / 9.5.3：
Support Vector Machines / 9.6：
Backpropagation / 9.7：
Reinforcement Learning / 9.9.5：
The Task / 10.1：
Uninformed Combinatorial Search / 10.3：
Value Iteration and Dynamic Programming / 10.4：
A Learning Walking Robot and Its Simulation / 10.5：
Q-Learning / 10.6：
Q-Learning in a Nondeterministic Environment / 10.6.1：
Exploration and Exploitation / 10.7：
Approximation, Generalization and Convergence / 10.8：
Curse of Dimensionality / 10.9：
Solutions for the Exercises / 10.11：
First-Order Predicate Logic / 11.1：
Prolog / 11.4：
References / 11.6：
Index
Introduction / 1：
What Is Artificial Intelligence? / 1.1：
Brain Science and Problem Solving / 1.1.1：
12.

電子ブック
ＥＢ
12. Evolutionary Optimization: the ?GP toolkit
Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero
出版情報: Springer eBooks Computer Science , Springer US, 2011
所蔵情報: loading…
目次情報: 続きを見る
Evolutionary computation / 1：
Natural and artificial evolution / 1.1：
The classical paradigms / 1.2：
Genetic programming / 1.3：
Why yet another one evolutionary optimizer? / 2：
Background / 2.1：
Where to draw the lines / 2.2：
Individuals / 2.3：
Problem specification / 2.4：
Coding Techniques / 2.5：
The ?Gp architecture / 3：
Conceptual design / 3.1：
The evolutionary core / 3.2：
Evolutionary Operators / 3.2.1：
Population / 3.2.2：
The Evolutionary Cycle / 3.3：
Genetic operator selection / 3.3.1：
Parents selection / 3.3.2：
Offspring Generation / 3.3.3：
Individual Evaluation and Slaughtering / 3.3.4：
Termination and Aging / 3.3.5：
Advanced features / 4：
Self adaptation for exploration or exploitation / 4.1：
Self-adaptation inertia / 4.1.1：
Operator strength / 4.1.2：
Tournament size / 4.3.3：
Escaping local optimums / 4.2：
Operator activation probability / 4.2.1：
Tuning the elitism / 4.2.2：
Preserving diversity / 4.3：
Clone detection, scaling and extermination / 4.3.1：
Entropy and delta-entropy computation / 4.3.2：
Fitness holes
Population topology and multiple populations
Coping with the real problems / 4.4：
Parallel fitness evaluation / 4.4.1：
Multiple fitness / 4.4.2：
Performing an evolutionary run / 5：
Robot Pathfinder / 5.1：
?Gp Settings / 5.2：
Population Settings / 5.3：
Library of Constraints / 5.4：
Launching the experiment / 5.5：
?Gp Extractor / 5.6：
Command line syntax / 6：
Starting a run / 6.1：
Controlling messages to the user / 6.2：
Getting help and information / 6.3：
Controlling logging / 6.4：
Controlling recovery / 6.5：
Controlling evolution / 6.6：
Controlling evaluation / 6.7：
Syntax of the settings file / 7：
Syntax of the population parameters file / 7.1：
Strategy parameters / 8.1：
Base parameters / 8.1.1：
Parameters for self adaptation / 8.1.2：
Other parameters / 8.1.3：
Syntax of the external constraints file / 9：
Purposes of the constraints / 9.1：
Organization of constraints and hierarchy / 9.2：
Specifying the structure of the individual / 9.3：
Specifying the contents of the individual / 9.4：
Writing a compliant evaluator / 10：
Information from ?Gp to the fitness evaluator / 10.1：
Expected fitness format / 10.2：
Good Examples / 10.2.1：
Bad Examples / 10.2.2：
Implementation details / 11：
Design principles / 11.1：
Architectural choices / 11.2：
The Graph library / 11.2.1：
The Evolutionary Core library / 11.2.2：
Front end / 11.2.3：
Code organization and class model / 11.3：
Examples and applications / 12：
Classical one-max / 12.1：
Fitness evaluator / 12.1.1：
Constraints / 12.1.2：
Population settings / 12.1.3：
?Gp settings / 12.1.4：
Running / 12.1.5：
Values of parameters and their influence on the evolution: Arithmetic expressions / 13412.2：
De Jong 3 / 12.2.1：
De Jong 4-Modified / 12.2.2：
Carrom / 12.2.3：
Complex individuals' structures and evaluation: Bit-counting in Assembly / 12.3：
Assembly individuals representation / 12.3.1：
Evaluator / 12.3.2：
Argument and option synopsis / 12.3.3：
External constraints synopsis
References
Evolutionary computation / 1：
Natural and artificial evolution / 1.1：
The classical paradigms / 1.2：
13.

電子ブック
ＥＢ
13. Evolutionary Optimization: the µGP toolkit
Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero
出版情報: SpringerLink Books - AutoHoldings , Springer US, 2011
所蔵情報: loading…
目次情報: 続きを見る
Evolutionary computation / 1：
Natural and artificial evolution / 1.1：
The classical paradigms / 1.2：
Genetic programming / 1.3：
Why yet another one evolutionary optimizer? / 2：
Background / 2.1：
Where to draw the lines / 2.2：
Individuals / 2.3：
Problem specification / 2.4：
Coding Techniques / 2.5：
The ?Gp architecture / 3：
Conceptual design / 3.1：
The evolutionary core / 3.2：
Evolutionary Operators / 3.2.1：
Population / 3.2.2：
The Evolutionary Cycle / 3.3：
Genetic operator selection / 3.3.1：
Parents selection / 3.3.2：
Offspring Generation / 3.3.3：
Individual Evaluation and Slaughtering / 3.3.4：
Termination and Aging / 3.3.5：
Advanced features / 4：
Self adaptation for exploration or exploitation / 4.1：
Self-adaptation inertia / 4.1.1：
Operator strength / 4.1.2：
Tournament size / 4.3.3：
Escaping local optimums / 4.2：
Operator activation probability / 4.2.1：
Tuning the elitism / 4.2.2：
Preserving diversity / 4.3：
Clone detection, scaling and extermination / 4.3.1：
Entropy and delta-entropy computation / 4.3.2：
Fitness holes
Population topology and multiple populations
Coping with the real problems / 4.4：
Parallel fitness evaluation / 4.4.1：
Multiple fitness / 4.4.2：
Performing an evolutionary run / 5：
Robot Pathfinder / 5.1：
?Gp Settings / 5.2：
Population Settings / 5.3：
Library of Constraints / 5.4：
Launching the experiment / 5.5：
?Gp Extractor / 5.6：
Command line syntax / 6：
Starting a run / 6.1：
Controlling messages to the user / 6.2：
Getting help and information / 6.3：
Controlling logging / 6.4：
Controlling recovery / 6.5：
Controlling evolution / 6.6：
Controlling evaluation / 6.7：
Syntax of the settings file / 7：
Syntax of the population parameters file / 7.1：
Strategy parameters / 8.1：
Base parameters / 8.1.1：
Parameters for self adaptation / 8.1.2：
Other parameters / 8.1.3：
Syntax of the external constraints file / 9：
Purposes of the constraints / 9.1：
Organization of constraints and hierarchy / 9.2：
Specifying the structure of the individual / 9.3：
Specifying the contents of the individual / 9.4：
Writing a compliant evaluator / 10：
Information from ?Gp to the fitness evaluator / 10.1：
Expected fitness format / 10.2：
Good Examples / 10.2.1：
Bad Examples / 10.2.2：
Implementation details / 11：
Design principles / 11.1：
Architectural choices / 11.2：
The Graph library / 11.2.1：
The Evolutionary Core library / 11.2.2：
Front end / 11.2.3：
Code organization and class model / 11.3：
Examples and applications / 12：
Classical one-max / 12.1：
Fitness evaluator / 12.1.1：
Constraints / 12.1.2：
Population settings / 12.1.3：
?Gp settings / 12.1.4：
Running / 12.1.5：
Values of parameters and their influence on the evolution: Arithmetic expressions / 13412.2：
De Jong 3 / 12.2.1：
De Jong 4-Modified / 12.2.2：
Carrom / 12.2.3：
Complex individuals' structures and evaluation: Bit-counting in Assembly / 12.3：
Assembly individuals representation / 12.3.1：
Evaluator / 12.3.2：
Argument and option synopsis / 12.3.3：
External constraints synopsis
References
Evolutionary computation / 1：
Natural and artificial evolution / 1.1：
The classical paradigms / 1.2：
14.

電子ブック
ＥＢ
14. Guide to Intelligent Data Analysis
Michael R. Berthold, Christian Borgelt, Frank H?ppner, Frank Klawonn
出版情報: Springer eBooks Computer Science , Springer London, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
Motivation / 1.1：
Data and Knowledge / 1.1.1：
Tycho Brahe and Johannes Kepler / 1.1.2：
Intelligent Data Analysis / 1.1.3：
The Data Analysis Process / 1.2：
Methods, Tasks, and Tools / 1.3：
How to Read This Book / 1.4：
References
Practical Data Analysis: An Example / 2：
The Setup / 2.1：
Data Understanding and Pattern Finding / 2.2：
Explanation Finding / 2.3：
Predicting the Future / 2.4：
Concluding Remarks / 2.5：
Project Understanding / 3：
Determine the Project Objective / 3.1：
Assess the Situation / 3.2：
Determine Analysis Goals / 3.3：
Further Reading / 3.4：
Data Understanding / 4：
Attribute Understanding / 4.1：
Data Quality / 4.2：
Data Visualization / 4.3：
Methods for One and Two Attributes / 4.3.1：
Methods for Higher-Dimensional Data / 4.3.2：
Correlation Analysis / 4.4：
Outlier Detection / 4.5：
Outlier Detection for Single Attributes / 4.5.1：
Outlier Detection for Multidimensional Data / 4.5.2：
Missing Values / 4.6：
A Checklist for Data Understanding / 4.7：
Data Understanding in Practice / 4.8：
Data Understanding in KNIME / 4.8.1：
Data Understanding in R / 4.8.2：
Principles of Modeling / 5：
Model Classes / 5.1：
Fitting Criteria and Score Functions / 5.2：
Error Functions for Classification Problems / 5.2.1：
Measures of Interestingness / 5.2.2：
Algorithms for Model Fitting / 5.3：
Closed Form Solutions / 5.3.1：
Gradient Method / 5.3.2：
Combinatorial Optimization / 5.3.3：
Random Search, Greedy Strategies, and Other Heuristics / 5.3.4：
Types of Errors / 5.4：
Experimental Error / 5.4.1：
Sample Error / 5.4.2：
Model Error / 5.4.3：
Algorithmic Error / 5.4.4：
Machine Learning Bias and Variance / 5.4.5：
Learning Without Bias? / 5.4.6：
Model Validation / 5.5：
Training and Test Data / 5.5.1：
Cross-Validation / 5.5.2：
Bootstrapping / 5.5.3：
Measures for Model Complexity / 5.5.4：
Model Errors and Validation in Practice / 5.6：
Errors and Validation in KNIME / 5.6.1：
Validation in R / 5.6.2：
Data Preparation / 5.7：
Select Data / 6.1：
Feature Selection / 6.1.1：
Dimensionality Reduction / 6.1.2：
Record Selection / 6.1.3：
Clean Data / 6.2：
Improve Data Quality / 6.2.1：
Construct Data / 6.2.2：
Provide Operability / 6.3.1：
Assure Impartially / 6.3.2：
Maximize Efficiency / 6.3.3：
Complex Data Types / 6.4：
Data Integration / 6.5：
Vertical Data Integration / 6.5.1：
Horizontal Data Integration / 6.5.2：
Data Preparation in Practice / 6.6：
Data Preparation in KNIME / 6.6.1：
Data Preparation in R / 6.6.2：
Finding Patterns / 7：
Hierarchical Clustering / 7.1：
Overview / 7.1.1：
Construction / 7.1.2：
Variations and Issues / 7.1.3：
Notion of (Dis-)Similarity / 7.2：
Prototype-and Model-Based Clustering / 7.3：
Density-Based Clustering / 7.3.1：
Self-organizing Maps / 7.4.1：
Frequent Pattern Mining and Association Rules / 7.5.1：
Deviation Analysis / 7.6.1：
Finding Patterns in Practice / 7.7.1：
Finding Patterns with KNIME / 7.8.1：
Finding Patterns in R / 7.8.2：
Finding Explanations / 7.9：
Decision Trees / 8.1：
Bayes Classifiers / 8.1.1：
Regression / 8.2.1：
Two Class Problems / 8.3.1：
Rule learning / 8.4：
Prepositional Rules / 8.4.1：
Inductive Logic Programming or First-Order Rules / 8.4.2：
Finding Explanations in Practice / 8.5：
Finding Explanations with KNIME / 8.5.1：
Using Explanations with R / 8.5.2：
Finding Predictors / 8.6：
Nearest-Neighbor Predictors / 9.1：
Artifical Neural Networks / 9.1.1：
Support Vector Machines / 9.2.1：
Ensemble Methods / 9.3.1：
Finding Predictors in Practice / 9.4.1：
Finding Predictors with KNIME / 9.5.1：
Using Predictors in R / 9.5.2：
Evaluation and Deployment / 10：
Evaluation / 10.1：
Deployment and Monitoring / 10.2：
Statistics / A：
Terms and Notation / A.1：
Descriptive Statistics / A.2：
Tabular Representations / A.2.1：
Graphical Representations / A.2.2：
Characteristic Measures for One-Dimensional Data / A.2.3：
Characteristic Measures for Multidimensional Data / A.2.4：
Principal Component Analysis / A.2.5：
Probability Theory / A.3：
Probability / A.3.1：
Basic Methods and Theorems / A.3.2：
Random Variables / A.3.3：
Characteristic Measures of Random Variables / A.3.4：
Some Special Distributions / A.3.5：
Inferential Statistics / A.4：
Random Samples / A.4.1：
Parameter Estimation / A.4.2：
Hypothesis Testing / A.4.3：
The R Project / B：
Installation and Overview / B.1：
Reading Files and R Objects / B.2：
R Functions and Commands / B.3：
Libraries/Packages / B.4：
R Workspace / B.5：
Finding Help / B.6：
Knime / B.7：
Building Workflows / C.1：
Example Flow / C.3：
R Integration / C.4：
Index / Appendix A：
Introduction / 1：
Motivation / 1.1：
Data and Knowledge / 1.1.1：
15.

電子ブック
ＥＢ
15. Guide to Intelligent Data Analysis
Michael R. Berthold, Christian Borgelt, Frank Höppner, Frank Klawonn
出版情報: SpringerLink Books - AutoHoldings , Springer London, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
Motivation / 1.1：
Data and Knowledge / 1.1.1：
Tycho Brahe and Johannes Kepler / 1.1.2：
Intelligent Data Analysis / 1.1.3：
The Data Analysis Process / 1.2：
Methods, Tasks, and Tools / 1.3：
How to Read This Book / 1.4：
References
Practical Data Analysis: An Example / 2：
The Setup / 2.1：
Data Understanding and Pattern Finding / 2.2：
Explanation Finding / 2.3：
Predicting the Future / 2.4：
Concluding Remarks / 2.5：
Project Understanding / 3：
Determine the Project Objective / 3.1：
Assess the Situation / 3.2：
Determine Analysis Goals / 3.3：
Further Reading / 3.4：
Data Understanding / 4：
Attribute Understanding / 4.1：
Data Quality / 4.2：
Data Visualization / 4.3：
Methods for One and Two Attributes / 4.3.1：
Methods for Higher-Dimensional Data / 4.3.2：
Correlation Analysis / 4.4：
Outlier Detection / 4.5：
Outlier Detection for Single Attributes / 4.5.1：
Outlier Detection for Multidimensional Data / 4.5.2：
Missing Values / 4.6：
A Checklist for Data Understanding / 4.7：
Data Understanding in Practice / 4.8：
Data Understanding in KNIME / 4.8.1：
Data Understanding in R / 4.8.2：
Principles of Modeling / 5：
Model Classes / 5.1：
Fitting Criteria and Score Functions / 5.2：
Error Functions for Classification Problems / 5.2.1：
Measures of Interestingness / 5.2.2：
Algorithms for Model Fitting / 5.3：
Closed Form Solutions / 5.3.1：
Gradient Method / 5.3.2：
Combinatorial Optimization / 5.3.3：
Random Search, Greedy Strategies, and Other Heuristics / 5.3.4：
Types of Errors / 5.4：
Experimental Error / 5.4.1：
Sample Error / 5.4.2：
Model Error / 5.4.3：
Algorithmic Error / 5.4.4：
Machine Learning Bias and Variance / 5.4.5：
Learning Without Bias? / 5.4.6：
Model Validation / 5.5：
Training and Test Data / 5.5.1：
Cross-Validation / 5.5.2：
Bootstrapping / 5.5.3：
Measures for Model Complexity / 5.5.4：
Model Errors and Validation in Practice / 5.6：
Errors and Validation in KNIME / 5.6.1：
Validation in R / 5.6.2：
Data Preparation / 5.7：
Select Data / 6.1：
Feature Selection / 6.1.1：
Dimensionality Reduction / 6.1.2：
Record Selection / 6.1.3：
Clean Data / 6.2：
Improve Data Quality / 6.2.1：
Construct Data / 6.2.2：
Provide Operability / 6.3.1：
Assure Impartially / 6.3.2：
Maximize Efficiency / 6.3.3：
Complex Data Types / 6.4：
Data Integration / 6.5：
Vertical Data Integration / 6.5.1：
Horizontal Data Integration / 6.5.2：
Data Preparation in Practice / 6.6：
Data Preparation in KNIME / 6.6.1：
Data Preparation in R / 6.6.2：
Finding Patterns / 7：
Hierarchical Clustering / 7.1：
Overview / 7.1.1：
Construction / 7.1.2：
Variations and Issues / 7.1.3：
Notion of (Dis-)Similarity / 7.2：
Prototype-and Model-Based Clustering / 7.3：
Density-Based Clustering / 7.3.1：
Self-organizing Maps / 7.4.1：
Frequent Pattern Mining and Association Rules / 7.5.1：
Deviation Analysis / 7.6.1：
Finding Patterns in Practice / 7.7.1：
Finding Patterns with KNIME / 7.8.1：
Finding Patterns in R / 7.8.2：
Finding Explanations / 7.9：
Decision Trees / 8.1：
Bayes Classifiers / 8.1.1：
Regression / 8.2.1：
Two Class Problems / 8.3.1：
Rule learning / 8.4：
Prepositional Rules / 8.4.1：
Inductive Logic Programming or First-Order Rules / 8.4.2：
Finding Explanations in Practice / 8.5：
Finding Explanations with KNIME / 8.5.1：
Using Explanations with R / 8.5.2：
Finding Predictors / 8.6：
Nearest-Neighbor Predictors / 9.1：
Artifical Neural Networks / 9.1.1：
Support Vector Machines / 9.2.1：
Ensemble Methods / 9.3.1：
Finding Predictors in Practice / 9.4.1：
Finding Predictors with KNIME / 9.5.1：
Using Predictors in R / 9.5.2：
Evaluation and Deployment / 10：
Evaluation / 10.1：
Deployment and Monitoring / 10.2：
Statistics / A：
Terms and Notation / A.1：
Descriptive Statistics / A.2：
Tabular Representations / A.2.1：
Graphical Representations / A.2.2：
Characteristic Measures for One-Dimensional Data / A.2.3：
Characteristic Measures for Multidimensional Data / A.2.4：
Principal Component Analysis / A.2.5：
Probability Theory / A.3：
Probability / A.3.1：
Basic Methods and Theorems / A.3.2：
Random Variables / A.3.3：
Characteristic Measures of Random Variables / A.3.4：
Some Special Distributions / A.3.5：
Inferential Statistics / A.4：
Random Samples / A.4.1：
Parameter Estimation / A.4.2：
Hypothesis Testing / A.4.3：
The R Project / B：
Installation and Overview / B.1：
Reading Files and R Objects / B.2：
R Functions and Commands / B.3：
Libraries/Packages / B.4：
R Workspace / B.5：
Finding Help / B.6：
Knime / B.7：
Building Workflows / C.1：
Example Flow / C.3：
R Integration / C.4：
Index / Appendix A：
Introduction / 1：
Motivation / 1.1：
Data and Knowledge / 1.1.1：
16.

電子ブック
ＥＢ
16. Cognitive Reasoning
Tam?s Gergely, Oleg M. Anshakov, Tam?s Gergely
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
What is Cognition? / 1.1：
Cognizing Agents / 1.2：
Cognitive Reasoning / 1.3：
Logic and Cognitive Reasoning / 1.4：
Requirements for a Formal Cognitive Reasoning Theory / 1.5：
Objectives / 1.6：
The Formal Approach to Be Developed / 1.7：
Overview / 1.8：
Conceptual Theory of Cognitive Reasoning / Part I：
Introductory Explanation / 2：
Basic System of Concepts / 3：
Facts and Knowledge / 3.1：
Truth Values: Informal Discussion / 3.2：
Reasoning / 3.3：
Constructing a Model of a Cognizing Agent / 4：
The Structure and Functioning of the Cognizing Agent / 4.1：
Cognitive Reasoning Framework / 5：
Theories of the CR Framework / 5.1：
Modelling Cognitive Reasoning in the CR Framework / 5.2：
Logic Foundation / Part II：
Propositional Logic / 6：
Notation / 7.1：
Classical Propositional Logic (Syntax and Semantics) / 7.2：
Classical Propositional Logic (Calculus) / 7.3：
Propositional PJ Logics (Syntax and Semantics) / 7.4：
PJ Logics (Calculus) / 7.5：
First-Order Logics / 8：
Terms and Notation / 8.1：
Classical First-Order Logic (Syntax and Semantics) / 8.2：
Classical First-Order Logic (Calculus) / 8.3：
First-Order PJ Logics (Syntax and Semantics) / 8.4：
First-Order PJ Logic (Calculus) / 8.5：
Formal CR Framework / Part III：
Modification Calculi / 9：
State Descriptions over Sets of Constants / 10.1：
Inference / 10.2：
Derivability in Modification Calculi and L1 / 11：
Cuts of Record Strings: the General Case / 11.1：
(m, s)-Cuts / 11.2：
Deductive Cuts and Their Applications / 11.3：
Deductive Correctness / 11.4：
Semantics / 12：
Sequences of L-Structures / 12.1：
Structure Generators / 12.2：
Iterative Representation of Structure Generators / 13：
Immersions and Snaps / 13.1：
Implementations and Extensions / 13.2：
Iterative Images / 13.3：
Modification Theories / 14：
Validity and Derivability / 14.1：
Conformability / 14.2：
Locality / 15.1：
Atomic Sorts / 15.2：
Handling Complex Structures / Part IV：
Set Sorts / 16：
Some Properties of the Set Sorts / 16.3：
Modification Rules and Modification Calculi for Set Sorts / 16.4：
Example / 16.5：
Set-Admitting Structures / 17：
Atoms / 17.1：
Set Axioms / 17.2：
Set Sorts in Modification Calculi / 18：
Positive and Negative Connection w.r.t. Set Sorts / 18.1：
Generating Rules for Modification Rule Systems with Set Sorts / 18.2：
Perfect Modification Calculi (PMC) / 19：
Coherent Inferences in Perfect Modification Calculi (General Properties) / 19.1：
Modification Rules Within Coherent Inferences (Positive Case) / 19.2：
Modification Rules Within Coherent Inferences (Negative Case) / 19.3：
Conformability (Set Case) / 19.4：
JSM Theories / Part V：
Simple JSM Theories / 20：
Basic JSM theories / 21.1：
Causal and Prediction Rules / 21.2：
Defining Axioms for the Simple JSM Theories / 21.4：
Simple JSM Theories with Exclusion of Counterexamples / 21.5：
Advanced JSM Theories / 22：
Generalised JSM Theories / 22.1：
Defining Axioms for the Generalised JSM Theories / 22.2：
Non-symmetric JSM Theories / 22.3：
Similarity Representation / 23：
Basic Concepts / 23.1：
Distinguishability Condition and Similarity Representation / 23.2：
JSM Theories for Complex Structures / 24：
JSM Theories with Set Sorts / 24.1：
Simple JSM Theories with Property Sets / 24.2：
Defining Axioms for the Simple JSM Theories with Property Sets / 24.3：
Looking Back and Ahead / Part VI：
Introductory Overview / 25：
Towards the Realisation / 26：
Object Model Description / 26.1：
Object Model Application / 26.2：
CR Framework / 27：
Conceptual CR Framework / 27.1：
Open Problems / 27.2：
Philosophical-Methodological Implications of the Proposed CR Framework / 29：
Epistemology / 29.1：
Ontology / 29.2：
Methodology / 29.3：
References
Glossary
Index
Introduction / 1：
What is Cognition? / 1.1：
Cognizing Agents / 1.2：
17.

電子ブック
ＥＢ
17. Cognitive Reasoning
Tamás Gergely, Oleg M. Anshakov, Tamás Gergely, Victor K. Finn, Sergei O. Kuznetsov
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Introduction / 1：
What is Cognition? / 1.1：
Cognizing Agents / 1.2：
Cognitive Reasoning / 1.3：
Logic and Cognitive Reasoning / 1.4：
Requirements for a Formal Cognitive Reasoning Theory / 1.5：
Objectives / 1.6：
The Formal Approach to Be Developed / 1.7：
Overview / 1.8：
Conceptual Theory of Cognitive Reasoning / Part I：
Introductory Explanation / 2：
Basic System of Concepts / 3：
Facts and Knowledge / 3.1：
Truth Values: Informal Discussion / 3.2：
Reasoning / 3.3：
Constructing a Model of a Cognizing Agent / 4：
The Structure and Functioning of the Cognizing Agent / 4.1：
Cognitive Reasoning Framework / 5：
Theories of the CR Framework / 5.1：
Modelling Cognitive Reasoning in the CR Framework / 5.2：
Logic Foundation / Part II：
Propositional Logic / 6：
Notation / 7.1：
Classical Propositional Logic (Syntax and Semantics) / 7.2：
Classical Propositional Logic (Calculus) / 7.3：
Propositional PJ Logics (Syntax and Semantics) / 7.4：
PJ Logics (Calculus) / 7.5：
First-Order Logics / 8：
Terms and Notation / 8.1：
Classical First-Order Logic (Syntax and Semantics) / 8.2：
Classical First-Order Logic (Calculus) / 8.3：
First-Order PJ Logics (Syntax and Semantics) / 8.4：
First-Order PJ Logic (Calculus) / 8.5：
Formal CR Framework / Part III：
Modification Calculi / 9：
State Descriptions over Sets of Constants / 10.1：
Inference / 10.2：
Derivability in Modification Calculi and L1 / 11：
Cuts of Record Strings: the General Case / 11.1：
(m, s)-Cuts / 11.2：
Deductive Cuts and Their Applications / 11.3：
Deductive Correctness / 11.4：
Semantics / 12：
Sequences of L-Structures / 12.1：
Structure Generators / 12.2：
Iterative Representation of Structure Generators / 13：
Immersions and Snaps / 13.1：
Implementations and Extensions / 13.2：
Iterative Images / 13.3：
Modification Theories / 14：
Validity and Derivability / 14.1：
Conformability / 14.2：
Locality / 15.1：
Atomic Sorts / 15.2：
Handling Complex Structures / Part IV：
Set Sorts / 16：
Some Properties of the Set Sorts / 16.3：
Modification Rules and Modification Calculi for Set Sorts / 16.4：
Example / 16.5：
Set-Admitting Structures / 17：
Atoms / 17.1：
Set Axioms / 17.2：
Set Sorts in Modification Calculi / 18：
Positive and Negative Connection w.r.t. Set Sorts / 18.1：
Generating Rules for Modification Rule Systems with Set Sorts / 18.2：
Perfect Modification Calculi (PMC) / 19：
Coherent Inferences in Perfect Modification Calculi (General Properties) / 19.1：
Modification Rules Within Coherent Inferences (Positive Case) / 19.2：
Modification Rules Within Coherent Inferences (Negative Case) / 19.3：
Conformability (Set Case) / 19.4：
JSM Theories / Part V：
Simple JSM Theories / 20：
Basic JSM theories / 21.1：
Causal and Prediction Rules / 21.2：
Defining Axioms for the Simple JSM Theories / 21.4：
Simple JSM Theories with Exclusion of Counterexamples / 21.5：
Advanced JSM Theories / 22：
Generalised JSM Theories / 22.1：
Defining Axioms for the Generalised JSM Theories / 22.2：
Non-symmetric JSM Theories / 22.3：
Similarity Representation / 23：
Basic Concepts / 23.1：
Distinguishability Condition and Similarity Representation / 23.2：
JSM Theories for Complex Structures / 24：
JSM Theories with Set Sorts / 24.1：
Simple JSM Theories with Property Sets / 24.2：
Defining Axioms for the Simple JSM Theories with Property Sets / 24.3：
Looking Back and Ahead / Part VI：
Introductory Overview / 25：
Towards the Realisation / 26：
Object Model Description / 26.1：
Object Model Application / 26.2：
CR Framework / 27：
Conceptual CR Framework / 27.1：
Open Problems / 27.2：
Philosophical-Methodological Implications of the Proposed CR Framework / 29：
Epistemology / 29.1：
Ontology / 29.2：
Methodology / 29.3：
References
Glossary
Index
Introduction / 1：
What is Cognition? / 1.1：
Cognizing Agents / 1.2：
18.

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18. Evolution of Communication and Language in Embodied Agents
Stefano Nolfi, Marco Mirolli, Stefano Nolfi
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
A Synthetic Approach to the Study of the Evolution of Communication and Language / Stefano Nolfi ; Marco Mirolli1：
Introduction
Scope and Objectives of the Book / 2：
Overview / 3：
Theoretical Aspects of Communication and Language / 3.1：
Evolution of Communication / 3.2：
Evolution of Language / 3.3：
Conclusion / 3.4：
Appendix: Software and Hardware Tools / 3.5：
Major Objectives / 4：
Acknowledgements / 5：
References
Artificial Organisms with Human Language / Domenico ParisiPart I：
Understanding the Behavior of Real Organisms by Constructing Artificial Organisms
Nine Properties of Human Language
Linguistic Signals are Arbitrarily Linked to Their Meanings
Language is Compositional
Language is Culturally Transmitted and Evolved
Language is Used to Talk to Oneself and Not Only to Others
Language is Used for Communicating About the External Environment
Language Uses Displaced Signals / 3.6：
Language is Intentional and Requires Recognizing the Intentions of Others / 3.7：
Language is the Product of a Complex Nervous System / 3.8：
Language Influences Human Cognition / 3.9：
Between Them or with Us?
Evolution of Language as One of the Major Evolutionary Transitions / Eörs Szathmáry
Notes on the Neurobiology of Language
Towards a Genetic Approach to Language
The Status of Recursion in Animals and Human
Genetic Assimilation in Language Evolution
Prerequisites for Language and the Concept of a Human-Specific Adaptive Suite / 6：
Selective Scenarios for the Origin of Language / 7：
What Made Language Origins Difficult? / 8：
A Possible Modeling Approach / 9：
Evolutionary Neurogenetic Algorithm (ENGA) / 10：
The Origin of a Language as a Proper Major Evolutionary Transition / 11：
Strategic Aspects of Communication / Edward Hagen ; Peter Hammerstein ; Nicole Hess
Defining the Strategy Concept
Strategy Generation
A Strategic Approach to Communication
Costly Signaling
Cooperative Signaling, Antagonistic Co-evolution, and Subversion
Signaling Between "Super-organisms"
Summary
Theoretical Tools in Modeling Communication and Language Dynamics / Vittorio Loreto
Concepts and Tools
Order and Disorder: The Ising Paradigm / 2.1：
Role of Topology / 2.2：
Dynamical Systems Approach / 2.3：
Agent-Based Modeling / 2.4：
Conclusions
Emergence of Scale-Free Syntax Networks / Bernat Corominas-Murtra ; Sergi Valverde ; Ricard V. Sole
Building Syntactic Networks
Evolving Syntax Networks
Global Organization
Small World Development
Scale-Free Topology
Modeling Syntactic Network Evolution
Simple SO Graph Growth Models / 4.1：
Network Growth Model and Analysis / 4.2：
Discussion
Evolving Communication in Embodied Agents: Theory, Methods, and Evaluation / Part II：
Theory
The General Framework: Embodied Cognition
Communication as a Complex Adaptive System
Method
Adaptive Methods for Designing Self-organizing Communication Systems
Research Methodology
Evaluation Criteria
Adaptive Role
Expressive Power and Organizational Complexity
Stability, Robustness, and Evolvability / 4.3：
Knowledge Gain (Modeling) / 4.4：
Summary and Conclusion
Evolutionary Conditions for the Emergence of Communication / Sara Mitri ; Dario Floreano ; Laurent Keller
Experimental Setup
The Task
Neural Controller
Artificial Evolution
Quantifying Behavior
Honest Communication
Deceptive Communication
Producer Biases and Kin Selection in the Evolution of Communication
Two Problems in the Evolution of Communication
The Biological Literature and the Manipulation Bias
The Phylogenetic Problem
The Adaptive Problem
Disentangling the Two Problems
Experimental Set-Up
The Environment and the Task
The Neural Network
Individual Life and the Fitness Formula
The Genetic Algorithm
Measuring Communication System Quality
Cognitive, Genetic, and Adaptive Factors in the Evolution of Communication
The Kin-Selection Simulation
Simulation / 5.1：
Results / 5.2：
The No-Cognitive-Pressure and No-Communication Simulations
Simulations / 6.1：
The Producer Bias Hypothesis / 6.2：
Adaptive Factors / 7.2：
Evolution of Signaling in a Multi-Robot System: Categorization and Communication / Christos Ampatzis ; Elio Tuci ; Vito Trianni ; Marco Dorigo
Methods
Description of the Task
The Simulation Model
The Controller and the Evolutionary Algorithm
The Fitness Function
A First Series of Post-evaluation Tests
Sound Signaling and Communication
On the Adaptive Significance of Signaling
Evolution of Implicit and Explicit Communication in Mobile Robots / Joachim de Greeff
The Environment and the Robots
The Neural Controller
The Evolutionary Algorithm
Symmetrical Strategy
Asymmetrical Strategy
Appendix
Sensors and Actuators
Update Functions of the Neurons
Criteria Used to Identify the Behavior Exhibited by the Robots Analyzed in Sect. 3.2 / 5.3：
Supplementary Data
Evolving Communication in Embodied Agents: Assessment and Open Challenges / 12：
Expressive Power and Organization Complexity
Open Questions for Future Research
Modeling The Formation of Language in Embodied Agents: Methods and Open Challenges / Luc SteelsPart III：
Introductions
Challenges
Mechanism Design of Language Games
Concept Formation
Lexicon Formation
Grammar Formation
Modeling the Formation of Language: Embodied Experiments / 14：
The Grounded Naming Game
Sensori-motor Aspects
Conceptual Aspects
Linguistic Aspects
Establishing Object Identity
Experimental Results / 2.5：
Spatial Language and Perspective Reversal
Conceptual and Linguistic Aspects
The Case Experiment
Mathematical Modeling of Language Games / Andrea Baronchelli ; Andrea Puglisi15：
The Naming Game
Symmetry Breaking: A Controlled Case
The Role of the Interaction Topology
Variants of the Naming Game
The Category Game
The Category Game Model
Hierarchical Coordination
Modeling the Formation of Language in Embodied Agents: Conclusions and Future Research / 16：
Embodiment
Language Games
Lexicon
Grammar
Mathematical Modeling
Embodied and Communicating Agents: Towards the Establishment of a Solid Theoretical and Methodological Framework / Part IV：
Evorobot* / Onofrio GigliottaPart V：
Evorobot* Features
Using Evorobot*
User Manual, Tutorials & Download Instructions
E-puck / Julien Hubert19：
The E-puck Robot
Communication Turrets
LED Light Turret
Omni-directional Camera Turret
Communication Experiments
Babel / Martin Loetzsch20：
Illustration
Outlook
A Synthetic Approach to the Study of the Evolution of Communication and Language / Stefano Nolfi ; Marco Mirolli1：
Introduction
Scope and Objectives of the Book / 2：
19.

電子ブック
ＥＢ
19. Evolution of Communication and Language in Embodied Agents
Stefano Nolfi, Marco Mirolli, Stefano Nolfi
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
A Synthetic Approach to the Study of the Evolution of Communication and Language / Stefano Nolfi ; Marco Mirolli1：
Introduction
Scope and Objectives of the Book / 2：
Overview / 3：
Theoretical Aspects of Communication and Language / 3.1：
Evolution of Communication / 3.2：
Evolution of Language / 3.3：
Conclusion / 3.4：
Appendix: Software and Hardware Tools / 3.5：
Major Objectives / 4：
Acknowledgements / 5：
References
Artificial Organisms with Human Language / Domenico ParisiPart I：
Understanding the Behavior of Real Organisms by Constructing Artificial Organisms
Nine Properties of Human Language
Linguistic Signals are Arbitrarily Linked to Their Meanings
Language is Compositional
Language is Culturally Transmitted and Evolved
Language is Used to Talk to Oneself and Not Only to Others
Language is Used for Communicating About the External Environment
Language Uses Displaced Signals / 3.6：
Language is Intentional and Requires Recognizing the Intentions of Others / 3.7：
Language is the Product of a Complex Nervous System / 3.8：
Language Influences Human Cognition / 3.9：
Between Them or with Us?
Evolution of Language as One of the Major Evolutionary Transitions / Eörs Szathmáry
Notes on the Neurobiology of Language
Towards a Genetic Approach to Language
The Status of Recursion in Animals and Human
Genetic Assimilation in Language Evolution
Prerequisites for Language and the Concept of a Human-Specific Adaptive Suite / 6：
Selective Scenarios for the Origin of Language / 7：
What Made Language Origins Difficult? / 8：
A Possible Modeling Approach / 9：
Evolutionary Neurogenetic Algorithm (ENGA) / 10：
The Origin of a Language as a Proper Major Evolutionary Transition / 11：
Strategic Aspects of Communication / Edward Hagen ; Peter Hammerstein ; Nicole Hess
Defining the Strategy Concept
Strategy Generation
A Strategic Approach to Communication
Costly Signaling
Cooperative Signaling, Antagonistic Co-evolution, and Subversion
Signaling Between "Super-organisms"
Summary
Theoretical Tools in Modeling Communication and Language Dynamics / Vittorio Loreto
Concepts and Tools
Order and Disorder: The Ising Paradigm / 2.1：
Role of Topology / 2.2：
Dynamical Systems Approach / 2.3：
Agent-Based Modeling / 2.4：
Conclusions
Emergence of Scale-Free Syntax Networks / Bernat Corominas-Murtra ; Sergi Valverde ; Ricard V. Sole
Building Syntactic Networks
Evolving Syntax Networks
Global Organization
Small World Development
Scale-Free Topology
Modeling Syntactic Network Evolution
Simple SO Graph Growth Models / 4.1：
Network Growth Model and Analysis / 4.2：
Discussion
Evolving Communication in Embodied Agents: Theory, Methods, and Evaluation / Part II：
Theory
The General Framework: Embodied Cognition
Communication as a Complex Adaptive System
Method
Adaptive Methods for Designing Self-organizing Communication Systems
Research Methodology
Evaluation Criteria
Adaptive Role
Expressive Power and Organizational Complexity
Stability, Robustness, and Evolvability / 4.3：
Knowledge Gain (Modeling) / 4.4：
Summary and Conclusion
Evolutionary Conditions for the Emergence of Communication / Sara Mitri ; Dario Floreano ; Laurent Keller
Experimental Setup
The Task
Neural Controller
Artificial Evolution
Quantifying Behavior
Honest Communication
Deceptive Communication
Producer Biases and Kin Selection in the Evolution of Communication
Two Problems in the Evolution of Communication
The Biological Literature and the Manipulation Bias
The Phylogenetic Problem
The Adaptive Problem
Disentangling the Two Problems
Experimental Set-Up
The Environment and the Task
The Neural Network
Individual Life and the Fitness Formula
The Genetic Algorithm
Measuring Communication System Quality
Cognitive, Genetic, and Adaptive Factors in the Evolution of Communication
The Kin-Selection Simulation
Simulation / 5.1：
Results / 5.2：
The No-Cognitive-Pressure and No-Communication Simulations
Simulations / 6.1：
The Producer Bias Hypothesis / 6.2：
Adaptive Factors / 7.2：
Evolution of Signaling in a Multi-Robot System: Categorization and Communication / Christos Ampatzis ; Elio Tuci ; Vito Trianni ; Marco Dorigo
Methods
Description of the Task
The Simulation Model
The Controller and the Evolutionary Algorithm
The Fitness Function
A First Series of Post-evaluation Tests
Sound Signaling and Communication
On the Adaptive Significance of Signaling
Evolution of Implicit and Explicit Communication in Mobile Robots / Joachim de Greeff
The Environment and the Robots
The Neural Controller
The Evolutionary Algorithm
Symmetrical Strategy
Asymmetrical Strategy
Appendix
Sensors and Actuators
Update Functions of the Neurons
Criteria Used to Identify the Behavior Exhibited by the Robots Analyzed in Sect. 3.2 / 5.3：
Supplementary Data
Evolving Communication in Embodied Agents: Assessment and Open Challenges / 12：
Expressive Power and Organization Complexity
Open Questions for Future Research
Modeling The Formation of Language in Embodied Agents: Methods and Open Challenges / Luc SteelsPart III：
Introductions
Challenges
Mechanism Design of Language Games
Concept Formation
Lexicon Formation
Grammar Formation
Modeling the Formation of Language: Embodied Experiments / 14：
The Grounded Naming Game
Sensori-motor Aspects
Conceptual Aspects
Linguistic Aspects
Establishing Object Identity
Experimental Results / 2.5：
Spatial Language and Perspective Reversal
Conceptual and Linguistic Aspects
The Case Experiment
Mathematical Modeling of Language Games / Andrea Baronchelli ; Andrea Puglisi15：
The Naming Game
Symmetry Breaking: A Controlled Case
The Role of the Interaction Topology
Variants of the Naming Game
The Category Game
The Category Game Model
Hierarchical Coordination
Modeling the Formation of Language in Embodied Agents: Conclusions and Future Research / 16：
Embodiment
Language Games
Lexicon
Grammar
Mathematical Modeling
Embodied and Communicating Agents: Towards the Establishment of a Solid Theoretical and Methodological Framework / Part IV：
Evorobot* / Onofrio GigliottaPart V：
Evorobot* Features
Using Evorobot*
User Manual, Tutorials & Download Instructions
E-puck / Julien Hubert19：
The E-puck Robot
Communication Turrets
LED Light Turret
Omni-directional Camera Turret
Communication Experiments
Babel / Martin Loetzsch20：
Illustration
Outlook
A Synthetic Approach to the Study of the Evolution of Communication and Language / Stefano Nolfi ; Marco Mirolli1：
Introduction
Scope and Objectives of the Book / 2：
20.

電子ブック
ＥＢ
20. Declarative Agent Languages and Technologies VIII
Andrea Omicini, Takeo Kanade, Sebastian Sardina, Wamberto Vasconcelos
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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BDI Rational Agents
Operational Behaviour for Executing, Suspending, and Aborting Goals in BDI Agent Systems / John Thangarajah ; James Harland ; David Morley ; Neil Yorke-Smith
BDI Agents with Objectives and Preferences / Aniruddha Dasgupta ; Aditya K. Ghose
Communication, Coordination and Negotiation
Query-Driven Coordination of Multiple Answer Sets / Gauvain Bourgne ; Katsumi Inoue
Commitment-Based Protocols with Behavioral Rules and Correctness Properties of MAS / Matteo Baldoni ; Cristina Baroglio ; Elisa Marengo
A Deduction System for Meaning Negotiation / Elisa Burato ; Matteo Cristani ; Luca Viganò
Social Aspects and Control Systems
Declarative Abstractions for Agent Based Hybrid Control Systems / Louise A. Dennis ; Michael Fisher ; Nicholas K. Lincoln ; Alexei Lisitsa ; Sandor M. Veres
Executing Specifications of Social Reasoning Agents / Iain Wallace ; Michael Rovatsos
Invited Papers
Logic of Information Flow on Communication Channels / Yanjing Wang ; Floor Sietsma ; Jan van Eijck
Distributed Abductive Reasoning with Constraints / Jiefei Ma ; Krysia Broda ; Alessandra Russo ; Emil Lupu
Understanding Permissions through Graphical Norms / Nir Oren ; Madalina Croitoru ; Simon Miles ; Michael Luck
Symbolic Model Checking Commitment Protocols Using Reduction / Mohamed El-Menshawy ; Jamal Bentahar ; Rachida Dssouli
Author Index
BDI Rational Agents
Operational Behaviour for Executing, Suspending, and Aborting Goals in BDI Agent Systems / John Thangarajah ; James Harland ; David Morley ; Neil Yorke-Smith
BDI Agents with Objectives and Preferences / Aniruddha Dasgupta ; Aditya K. Ghose
21.

電子ブック
ＥＢ
21. Declarative Agent Languages and Technologies VIII
Andrea Omicini, Takeo Kanade, Sebastian Sardina, Wamberto Vasconcelos
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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BDI Rational Agents
Operational Behaviour for Executing, Suspending, and Aborting Goals in BDI Agent Systems / John Thangarajah ; James Harland ; David Morley ; Neil Yorke-Smith
BDI Agents with Objectives and Preferences / Aniruddha Dasgupta ; Aditya K. Ghose
Communication, Coordination and Negotiation
Query-Driven Coordination of Multiple Answer Sets / Gauvain Bourgne ; Katsumi Inoue
Commitment-Based Protocols with Behavioral Rules and Correctness Properties of MAS / Matteo Baldoni ; Cristina Baroglio ; Elisa Marengo
A Deduction System for Meaning Negotiation / Elisa Burato ; Matteo Cristani ; Luca Viganò
Social Aspects and Control Systems
Declarative Abstractions for Agent Based Hybrid Control Systems / Louise A. Dennis ; Michael Fisher ; Nicholas K. Lincoln ; Alexei Lisitsa ; Sandor M. Veres
Executing Specifications of Social Reasoning Agents / Iain Wallace ; Michael Rovatsos
Invited Papers
Logic of Information Flow on Communication Channels / Yanjing Wang ; Floor Sietsma ; Jan van Eijck
Distributed Abductive Reasoning with Constraints / Jiefei Ma ; Krysia Broda ; Alessandra Russo ; Emil Lupu
Understanding Permissions through Graphical Norms / Nir Oren ; Madalina Croitoru ; Simon Miles ; Michael Luck
Symbolic Model Checking Commitment Protocols Using Reduction / Mohamed El-Menshawy ; Jamal Bentahar ; Rachida Dssouli
Author Index
BDI Rational Agents
Operational Behaviour for Executing, Suspending, and Aborting Goals in BDI Agent Systems / John Thangarajah ; James Harland ; David Morley ; Neil Yorke-Smith
BDI Agents with Objectives and Preferences / Aniruddha Dasgupta ; Aditya K. Ghose
22.

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22. Robot Intelligence
Honghai Liu, Dongbing Gu, Honghai Liu
出版情報: Springer eBooks Computer Science , Springer London, 2010
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Programming-by-Demonstration of Robot Motions / Alexander Skoglund ; Boyko Iliev ; Rainer Palm1：
Grasp Recognition by Fuzzy Modeling and Hidden Markov Models / Bourhane Kadmiry2：
Distributed Adaptive Coordinated Control of Multi-Manipulator Systems Using Neural Networks / Zeng-Guang Hou ; Long Cheng ; Min Tan ; Xu Wang3：
A New Framework for View-Invariant Human Action Recognition / Xiaofei Ji ; Honghai Liu ; Yibo Li4：
Using Fuzzy Gaussian Inference and Genetic Programming to Classify 3D Human Motions / Mehdi Khoury5：
Obstacle Detection Using Cross-Ratio and Disparity Velocity / Huiyu Zhou ; Andrew M. Wallace ; Patrick R. Green6：
Learning and Vision-Based Obstacle Avoidance and Navigation / Jiandong Tian ; Yandong Tang7：
A Fraction Distortion Model for Accurate Camera Calibration and Correction / Yonghuai Liu ; Ala Al-Obaidi ; Anthony Jakas ; Junjie Liu8：
A Leader-Follower Flocking System Based on Estimated Flocking Center / Zongyao Wang ; Dongbing Gu9：
A Behavior Based Control System for Surveillance UAVs / John Oyekan ; Bowen Lu ; Bo Li ; Huosheng Hu10：
Hierarchical Composite Anti-Disturbance Control for Robotic Systems Using Robust Disturbance Observer / Lei Guo ; Xin-Yu Wen ; Xin Xin11：
Autonomous Navigation for Mobile Robots with Human-Robot Interaction / James Ballantyne ; Edward Johns ; Salman Valibeik ; Charence Wong ; Guang-Zhong Yang12：
Prediction-Based Perceptual System of a Partner Robot for Natural Communication / Naoyuki Kubota ; Kenichiro Nishida13：
Index
Programming-by-Demonstration of Robot Motions / Alexander Skoglund ; Boyko Iliev ; Rainer Palm1：
Grasp Recognition by Fuzzy Modeling and Hidden Markov Models / Bourhane Kadmiry2：
Distributed Adaptive Coordinated Control of Multi-Manipulator Systems Using Neural Networks / Zeng-Guang Hou ; Long Cheng ; Min Tan ; Xu Wang3：
23.

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23. Finite-State Methods and Natural Language Processing
Anssi Yli-Jyr?, Takeo Kanade, Andr?s Kornai, Jacques Sakarovitch, Bruce Watson
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Tutorials
Learing Finite State Machines / Colin de la Higuera
Special Theme Tutorials
Developing Computational Morphology for Low-and Middle-Density Languages / Kemal Oflazer
Invited Papers
fsm2-A Scripting Language Interpreter for Manipulating Weighted Finite-State Automata / Thomas Hanneforth
Selected Operations and Applications of n-Tape Weighted Finite-State Machines / André Kempe
OpenFst / Johan Schalkwyk
Special Theme Invited Talks
Morphological Analysis of Tone Marked Kinyarwanda Text / Jackson Muhirwe
Regular Papers
Minimizing Weighted Tree Grammars Using Simulation / Andreas Maletti
Compositions of Top-Down Tree Transducers with ?-Rules / Heiko Vogler
Reducing Nondeterministic Finite Automata with SAT Solvers / Jaco Geldenhuys ; Brink van der Merwe ; Lynttte van Zijl
Joining Composition and Trimming of Finite-State Transducers / Johannes Bubenzer ; Kay-Michael Würzner
Special Theme Extended Abstracts
Porting Basque Morphological Grammars to foma, an Open-Source Tool / Iñaki Alegria ; Izaskun Etxeberria ; Mans Hulden ; Montserrat Maritxalar
Describing Georgian Morphology with a Finite-State System / Oleg Kapanadze
Finite State Morphology of the Nguni Language Cluster: Modelling and Implementation Issues / Laurette Pretorius ; Sonja Bosch
A Finite State Approach to Setswana Verb Morphology / Biffie Viljoen ; Rigardt Pretorius ; Ansu Berg
Competition Announcements
Zulu: An Interactive Learning Competition / David Combe ; Jean-Chritstophe Janodet
Author Index
Tutorials
Learing Finite State Machines / Colin de la Higuera
Special Theme Tutorials
24.

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ＥＢ
24. Finite-State Methods and Natural Language Processing
Anssi Yli-Jyrä, Takeo Kanade, András Kornai, Jacques Sakarovitch, Bruce Watson
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Tutorials
Learing Finite State Machines / Colin de la Higuera
Special Theme Tutorials
Developing Computational Morphology for Low-and Middle-Density Languages / Kemal Oflazer
Invited Papers
fsm2-A Scripting Language Interpreter for Manipulating Weighted Finite-State Automata / Thomas Hanneforth
Selected Operations and Applications of n-Tape Weighted Finite-State Machines / André Kempe
OpenFst / Johan Schalkwyk
Special Theme Invited Talks
Morphological Analysis of Tone Marked Kinyarwanda Text / Jackson Muhirwe
Regular Papers
Minimizing Weighted Tree Grammars Using Simulation / Andreas Maletti
Compositions of Top-Down Tree Transducers with ?-Rules / Heiko Vogler
Reducing Nondeterministic Finite Automata with SAT Solvers / Jaco Geldenhuys ; Brink van der Merwe ; Lynttte van Zijl
Joining Composition and Trimming of Finite-State Transducers / Johannes Bubenzer ; Kay-Michael Würzner
Special Theme Extended Abstracts
Porting Basque Morphological Grammars to foma, an Open-Source Tool / Iñaki Alegria ; Izaskun Etxeberria ; Mans Hulden ; Montserrat Maritxalar
Describing Georgian Morphology with a Finite-State System / Oleg Kapanadze
Finite State Morphology of the Nguni Language Cluster: Modelling and Implementation Issues / Laurette Pretorius ; Sonja Bosch
A Finite State Approach to Setswana Verb Morphology / Biffie Viljoen ; Rigardt Pretorius ; Ansu Berg
Competition Announcements
Zulu: An Interactive Learning Competition / David Combe ; Jean-Chritstophe Janodet
Author Index
Tutorials
Learing Finite State Machines / Colin de la Higuera
Special Theme Tutorials
25.

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ＥＢ
25. Robot Intelligence
Honghai Liu, Dongbing Gu, Honghai Liu, Robert J. Howlett, Yonghuai Liu
出版情報: SpringerLink Books - AutoHoldings , Springer London, 2010
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Programming-by-Demonstration of Robot Motions / Alexander Skoglund ; Boyko Iliev ; Rainer Palm1：
Grasp Recognition by Fuzzy Modeling and Hidden Markov Models / Bourhane Kadmiry2：
Distributed Adaptive Coordinated Control of Multi-Manipulator Systems Using Neural Networks / Zeng-Guang Hou ; Long Cheng ; Min Tan ; Xu Wang3：
A New Framework for View-Invariant Human Action Recognition / Xiaofei Ji ; Honghai Liu ; Yibo Li4：
Using Fuzzy Gaussian Inference and Genetic Programming to Classify 3D Human Motions / Mehdi Khoury5：
Obstacle Detection Using Cross-Ratio and Disparity Velocity / Huiyu Zhou ; Andrew M. Wallace ; Patrick R. Green6：
Learning and Vision-Based Obstacle Avoidance and Navigation / Jiandong Tian ; Yandong Tang7：
A Fraction Distortion Model for Accurate Camera Calibration and Correction / Yonghuai Liu ; Ala Al-Obaidi ; Anthony Jakas ; Junjie Liu8：
A Leader-Follower Flocking System Based on Estimated Flocking Center / Zongyao Wang ; Dongbing Gu9：
A Behavior Based Control System for Surveillance UAVs / John Oyekan ; Bowen Lu ; Bo Li ; Huosheng Hu10：
Hierarchical Composite Anti-Disturbance Control for Robotic Systems Using Robust Disturbance Observer / Lei Guo ; Xin-Yu Wen ; Xin Xin11：
Autonomous Navigation for Mobile Robots with Human-Robot Interaction / James Ballantyne ; Edward Johns ; Salman Valibeik ; Charence Wong ; Guang-Zhong Yang12：
Prediction-Based Perceptual System of a Partner Robot for Natural Communication / Naoyuki Kubota ; Kenichiro Nishida13：
Index
Programming-by-Demonstration of Robot Motions / Alexander Skoglund ; Boyko Iliev ; Rainer Palm1：
Grasp Recognition by Fuzzy Modeling and Hidden Markov Models / Bourhane Kadmiry2：
Distributed Adaptive Coordinated Control of Multi-Manipulator Systems Using Neural Networks / Zeng-Guang Hou ; Long Cheng ; Min Tan ; Xu Wang3：
26.

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26. Structural, Syntactic, and Statistical Pattern Recognition
Edwin R. Hancock, Francisco Escolano, Takeo Kanade, Ilkay Ulusoy, Richard C. Wilson, Terry Windeatt
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Invited Talks
From Region Based Image Representation to Object Discovery and Recognition / Narendra Ahuja ; Sinisa Todorovic
Learning on Manifolds / Fatih Porikli
Classification and Trees / Luc Devroye
Structural Patterns in Complex Networks through Spectral Analysis / Ernesto Estrada
Structural Descriptions
Graph Embedding Using an Edge-Based Wave Kernel / Hewayda ElGhawalby ; Edwin R. Hancock
A Structured Learning Approach to Attributed Graph Embedding / Haifeng Zhao ; Jun Zhou ; Antonio Robles-Kelly
Machine Learning
Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms / Eva Gómez-Ballester ; Luisa Micó ; Franck Thollard ; Jose Oncina ; Francisco Moreno-Seco
Localized Projection Learning / Kazuki Tsuji ; Mineichi Kudo ; Akira Tanaka
Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures / Antonio Peñalver ; Francisco Escolano ; Boyan Bonev
Structural Learning
Learning Graph Quantization / Brijnesh J. Jain ; S. Deepak Srinivasan ; Alexander Tissen ; Klaus Obermayer
High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs / Daniela Giorgi ; Silvia Biasotti
Dissimilarity-Based Multiple Instance Learning / Lauge Sørensen ; Marco Loog ; David M.J. Tax ; Wan-Jui Lee ; Marleen de Bruijne ; Robert P.W. Duin
A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities / Aykut Erdem ; Andrea Torsello
Poster Session
A Comparison between Two Representatives of a Set of Graphs: Median vs. Barycenter Graph / Itziar Bardaji ; Miquel Ferrer ; Alberto Sanfeliu
Impact of Visual Information on Text and Content Based Image Retrieval / Christophe Moulin ; Christine Largeron ; Mathias Géry
Automatic Traffic Monitoring from Satellite Images Using Artificial Immune System / Mehrad Eslami ; Karim Faez
Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs / Albert Solé-Ribalta ; Francesc Serratosa
Affinity Propagation for Class Exemplar Mining / Shengping Xia ; Rui Song
Guided Informative Image Partitioning / Nathan Brewer ; Nianjun Liu ; Lei Wang
Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objects / Martin Stommel ; Klaus-Dieter Kuhnert
Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representation / Jaume Gibert ; Ernest Valveny
Extracting Plane Graphs from Images / Émilie Samuel ; Colin de la Higuera ; Jean-Christophe Janodet
Indexing Tree and Subtree by Using a Structure Network / Mingming Zhang ; Shinichiro Omachi
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors / Gerard Sanromà ; René Alquézar
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation / Romain Goffe ; Guillaume Damiand ; Luc Brun
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems / Samuel Rota Bulò ; Immanuel M. Bomze ; Marcello Pelillo
What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach / Miguel A. Lozano
New Partially Labelled Tree Similarity Measure: A Case Study / David Rizo ; José M. Iñesta
Complete Search Space Exploration for SITG Inside Probability / Guillem Gascó ; Joan-Andreu Sánchez ; José-Miguel Benedí
Commute-Time Convolution Kernels for Graph Clustering / Normawati A. Rahman
Geometric Methods
Non-Euclidean Dissimilarities: Causes and Informativeness / Robert P. W. Duin ; Elzbieta Pekalska
Non-parametric Mixture Models for Clustering / Pavan Kumar Mallapragada ; Rong Jin ; Anil Jain
Structural Methods for Vision
A Probabilistic Approach to Spectral Unmixing / Cong Phuoc Huynh
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matching / Emanuele Rodolà ; Andrea Albarelli
An Algorithm for Recovering Camouflage Errors on Moving People / D. Conte ; P. Foggia ; G. Percannella ; F. Tufano ; M. Vento
Clustering
Semi-supervised Clustering Using Heterogeneous Dissimilarities / Manuel Martín-Merino
On Consensus Clustering Validation / João M.M. Duarte ; Ana L.N. Fred ; André Lourenço ; F. Jorge F. Duarte
Pairwise Probabilistic Clustering Using Evidence Accumulation / Ana Fred
Exploring the Performance Limit of Cluster Ensemble Techniques / Xiaoyi Jiang ; Daniel Abdala
Contour Grouping by Clustering with Multi-feature Similarity Measure / Xue Bai ; Siwei Luo ; Qi Zou ; Yibiao Zhao
A Psychophysical Evaluation of Texture Degradation Descriptors / Jirí Filip ; Pavel Vácha ; Michal Haindl ; Patrick R. Green
Content-Based Tile Retrieval System
Performance Improvement in Multiple-Model Speech Recognizer under Noisy Environments / Jang-Hyuk Yoon ; Yong-Joo Chung
On Feature Combination for Music Classification / Zhouyu Fu ; Guojun Lu ; Kai-Ming Ting ; Dengsheng Zhang
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models / André F.T. Martins ; Manuele Bicego ; Vittorio Murino ; Pedro M.Q. Aguiar ; Mário A.T. Figueiredo
Dynamic Linear Combination of Two-Class Classifiers / Carlo Lobrano ; Roberto Tronic ; Giorgio Giacinto ; Fabio Roli
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model / Roberto Paredes
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programming / Nopriadi ; Yukihiko Yamashita
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform / Noureddine Ennahnahi ; Mohammed Oumsis ; Mohammed Meknassi
Feature Level Fusion of Face and Palmprint Biometrics / Dakshina Ranjan Kisku ; Phalguni Gupta ; Jamuna Kanta Sing
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fields / Wei Liu ; Eraldo Ribeiro
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection / Sedat Ozer ; Chi Hau Chen ; Imam Samil Yetik
Automatic Speech Segmentation Based on Acoustical Clustering / Jon A. Gómez ; Emilio Sanchis ; María J. Castro-Bleda
An Efficient Iris and Eye Corners Extraction Method / Nesli Erdogmus ; Jean-Luc Dugelay
Dissimilarity-Based Methods
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces / Sang-Woon Kim
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure / Diana Porro-Muñoz ; Mauricio Orozco-Alzate ; Isneri Talavera ; John Makario Londoño-Bonilla
Regularising the Ricci Flow Embedding / Weiping Xu ; Richard C. Wilson
Spherical Embedding and Classification
Language
Language Detection and Tracking in Multilingual Documents Using Weak Estimators / Aleksander Stensby ; B. John Oommen ; Ole-Christoffer Granmo
Similarity Word-Sequence Kernels for Sentence Clustering / Jesús Andrés-Ferrer ; Germán Sanchis-Trilles ; Francisco Casacuberta
Bayesian Adaptation for Statistical Machine Translation
A Generative Score Space for Statistical Dialog Characterization in Social Signalling / Anna Pesarin ; Marco Cristani ; Paolo Calanca
Multiple Classifiers
A Modular Approach to Training Cascades of Boosted Ensembles / Teo Susnjak ; Andre L. Barczak ; Ken A. Hawick
A Linear Combination of Classifiers via Rank Margin Maximization / Claudio Marrocco ; Paolo Simeone ; Francesco Tortorella
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve / Maria Teresa Ricamato
Graphs
Thara Coefficients: A Flexible Tool for Higher Order Learning / Peng Ren ; Tatjana Aleksic
A New Spectral Bound on the Clique Number of Graphs
Large Sample Statistics in the Domain of Graphs
Statistical Pattern Recognition
Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization / Pablo Suau
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates / Miguel Arevalillo-Herráez ; Francesc J. Ferri
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition / Chi-Ho Chan ; Josef Kittler ; Muhammad Atif Tahir
Structural Methods for OCR
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models / Rafael Llobet ; J. Ramon Navarro-Cerdan ; Juan-Carlos Perez-Cortes ; Joaquim Arlandis
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR / José Ignacio Abreu Salas ; Juan Ramón Rico-Juan
Author Index
Invited Talks
From Region Based Image Representation to Object Discovery and Recognition / Narendra Ahuja ; Sinisa Todorovic
Learning on Manifolds / Fatih Porikli
27.

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27. Structural, Syntactic, and Statistical Pattern Recognition
Edwin R. Hancock, Francisco Escolano, Takeo Kanade, Ilkay Ulusoy, Richard C. Wilson, Terry Windeatt
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Invited Talks
From Region Based Image Representation to Object Discovery and Recognition / Narendra Ahuja ; Sinisa Todorovic
Learning on Manifolds / Fatih Porikli
Classification and Trees / Luc Devroye
Structural Patterns in Complex Networks through Spectral Analysis / Ernesto Estrada
Structural Descriptions
Graph Embedding Using an Edge-Based Wave Kernel / Hewayda ElGhawalby ; Edwin R. Hancock
A Structured Learning Approach to Attributed Graph Embedding / Haifeng Zhao ; Jun Zhou ; Antonio Robles-Kelly
Machine Learning
Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms / Eva Gómez-Ballester ; Luisa Micó ; Franck Thollard ; Jose Oncina ; Francisco Moreno-Seco
Localized Projection Learning / Kazuki Tsuji ; Mineichi Kudo ; Akira Tanaka
Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures / Antonio Peñalver ; Francisco Escolano ; Boyan Bonev
Structural Learning
Learning Graph Quantization / Brijnesh J. Jain ; S. Deepak Srinivasan ; Alexander Tissen ; Klaus Obermayer
High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs / Daniela Giorgi ; Silvia Biasotti
Dissimilarity-Based Multiple Instance Learning / Lauge Sørensen ; Marco Loog ; David M.J. Tax ; Wan-Jui Lee ; Marleen de Bruijne ; Robert P.W. Duin
A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities / Aykut Erdem ; Andrea Torsello
Poster Session
A Comparison between Two Representatives of a Set of Graphs: Median vs. Barycenter Graph / Itziar Bardaji ; Miquel Ferrer ; Alberto Sanfeliu
Impact of Visual Information on Text and Content Based Image Retrieval / Christophe Moulin ; Christine Largeron ; Mathias Géry
Automatic Traffic Monitoring from Satellite Images Using Artificial Immune System / Mehrad Eslami ; Karim Faez
Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs / Albert Solé-Ribalta ; Francesc Serratosa
Affinity Propagation for Class Exemplar Mining / Shengping Xia ; Rui Song
Guided Informative Image Partitioning / Nathan Brewer ; Nianjun Liu ; Lei Wang
Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objects / Martin Stommel ; Klaus-Dieter Kuhnert
Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representation / Jaume Gibert ; Ernest Valveny
Extracting Plane Graphs from Images / Émilie Samuel ; Colin de la Higuera ; Jean-Christophe Janodet
Indexing Tree and Subtree by Using a Structure Network / Mingming Zhang ; Shinichiro Omachi
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors / Gerard Sanromà ; René Alquézar
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation / Romain Goffe ; Guillaume Damiand ; Luc Brun
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems / Samuel Rota Bulò ; Immanuel M. Bomze ; Marcello Pelillo
What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach / Miguel A. Lozano
New Partially Labelled Tree Similarity Measure: A Case Study / David Rizo ; José M. Iñesta
Complete Search Space Exploration for SITG Inside Probability / Guillem Gascó ; Joan-Andreu Sánchez ; José-Miguel Benedí
Commute-Time Convolution Kernels for Graph Clustering / Normawati A. Rahman
Geometric Methods
Non-Euclidean Dissimilarities: Causes and Informativeness / Robert P. W. Duin ; Elzbieta Pekalska
Non-parametric Mixture Models for Clustering / Pavan Kumar Mallapragada ; Rong Jin ; Anil Jain
Structural Methods for Vision
A Probabilistic Approach to Spectral Unmixing / Cong Phuoc Huynh
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matching / Emanuele Rodolà ; Andrea Albarelli
An Algorithm for Recovering Camouflage Errors on Moving People / D. Conte ; P. Foggia ; G. Percannella ; F. Tufano ; M. Vento
Clustering
Semi-supervised Clustering Using Heterogeneous Dissimilarities / Manuel Martín-Merino
On Consensus Clustering Validation / João M.M. Duarte ; Ana L.N. Fred ; André Lourenço ; F. Jorge F. Duarte
Pairwise Probabilistic Clustering Using Evidence Accumulation / Ana Fred
Exploring the Performance Limit of Cluster Ensemble Techniques / Xiaoyi Jiang ; Daniel Abdala
Contour Grouping by Clustering with Multi-feature Similarity Measure / Xue Bai ; Siwei Luo ; Qi Zou ; Yibiao Zhao
A Psychophysical Evaluation of Texture Degradation Descriptors / Jirí Filip ; Pavel Vácha ; Michal Haindl ; Patrick R. Green
Content-Based Tile Retrieval System
Performance Improvement in Multiple-Model Speech Recognizer under Noisy Environments / Jang-Hyuk Yoon ; Yong-Joo Chung
On Feature Combination for Music Classification / Zhouyu Fu ; Guojun Lu ; Kai-Ming Ting ; Dengsheng Zhang
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models / André F.T. Martins ; Manuele Bicego ; Vittorio Murino ; Pedro M.Q. Aguiar ; Mário A.T. Figueiredo
Dynamic Linear Combination of Two-Class Classifiers / Carlo Lobrano ; Roberto Tronic ; Giorgio Giacinto ; Fabio Roli
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model / Roberto Paredes
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programming / Nopriadi ; Yukihiko Yamashita
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform / Noureddine Ennahnahi ; Mohammed Oumsis ; Mohammed Meknassi
Feature Level Fusion of Face and Palmprint Biometrics / Dakshina Ranjan Kisku ; Phalguni Gupta ; Jamuna Kanta Sing
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fields / Wei Liu ; Eraldo Ribeiro
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection / Sedat Ozer ; Chi Hau Chen ; Imam Samil Yetik
Automatic Speech Segmentation Based on Acoustical Clustering / Jon A. Gómez ; Emilio Sanchis ; María J. Castro-Bleda
An Efficient Iris and Eye Corners Extraction Method / Nesli Erdogmus ; Jean-Luc Dugelay
Dissimilarity-Based Methods
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces / Sang-Woon Kim
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure / Diana Porro-Muñoz ; Mauricio Orozco-Alzate ; Isneri Talavera ; John Makario Londoño-Bonilla
Regularising the Ricci Flow Embedding / Weiping Xu ; Richard C. Wilson
Spherical Embedding and Classification
Language
Language Detection and Tracking in Multilingual Documents Using Weak Estimators / Aleksander Stensby ; B. John Oommen ; Ole-Christoffer Granmo
Similarity Word-Sequence Kernels for Sentence Clustering / Jesús Andrés-Ferrer ; Germán Sanchis-Trilles ; Francisco Casacuberta
Bayesian Adaptation for Statistical Machine Translation
A Generative Score Space for Statistical Dialog Characterization in Social Signalling / Anna Pesarin ; Marco Cristani ; Paolo Calanca
Multiple Classifiers
A Modular Approach to Training Cascades of Boosted Ensembles / Teo Susnjak ; Andre L. Barczak ; Ken A. Hawick
A Linear Combination of Classifiers via Rank Margin Maximization / Claudio Marrocco ; Paolo Simeone ; Francesco Tortorella
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve / Maria Teresa Ricamato
Graphs
Thara Coefficients: A Flexible Tool for Higher Order Learning / Peng Ren ; Tatjana Aleksic
A New Spectral Bound on the Clique Number of Graphs
Large Sample Statistics in the Domain of Graphs
Statistical Pattern Recognition
Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization / Pablo Suau
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates / Miguel Arevalillo-Herráez ; Francesc J. Ferri
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition / Chi-Ho Chan ; Josef Kittler ; Muhammad Atif Tahir
Structural Methods for OCR
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models / Rafael Llobet ; J. Ramon Navarro-Cerdan ; Juan-Carlos Perez-Cortes ; Joaquim Arlandis
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR / José Ignacio Abreu Salas ; Juan Ramón Rico-Juan
Author Index
Invited Talks
From Region Based Image Representation to Object Discovery and Recognition / Narendra Ahuja ; Sinisa Todorovic
Learning on Manifolds / Fatih Porikli
28.

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28. Agents and Artificial Intelligence
International Conference on Agents and Artificial Intelligence, Joaquim Filipe, Ana Fred, Bernadette Sharp
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Invited Speakers
Past, Present and Future of Ambient Intelligence and Smart Environments / Juan Carlos Augusto
Artificial Intelligence / Part I：
Modelling Social Learning of Adolescence-Limited Criminal Behaviour / Tibor Bosse ; Charlotte Gerritsen ; Michel C.A. Klein
How Do Emotions Induce Dominant Learners' Mental States Predicted from Their Brainwaves? / Alicia Heraz ; Claude Frasson
A Multiagent Semantics for the Game Description Language / Stephan Schiffel ; Michael Thielscher
Verifying Context-Dependent Reduction Relations for Knowledge Specifications / Alexei Sharpanskykh ; Jan Treur
Combining Artificial Intelligence Techniques for the Training of Power System Control Centre Operators / Luiz Faria ; António Silva ; Zita Vale ; Carlos Ramos
Adaptive State Space Abstraction Using Neuroevolution / Robert Wright ; Nathaniel Gemelli
Goal-Based Game Tree Search for Complex Domains / Viliam Lisý ; Branislav Bosanský ; Michal Jakob ; Michal Pechoucek
Generating Incomplete Data with DataZapper / Yingying Wen ; Kevin B. Korb ; Ann E. Nicholson
Extending Learning Vector Quantization for Classifying Data with Categorical Values / Ning Chen ; Nuno C. Marques
Action Knowledge Acquisition with Opmaker2 / T.L. McCluskey ; S.N. Cresswell ; N.E. Richardson ; M.M. West
Application of Hidden Topic Markov Models on Spoken Dialogue Systems / Hamid R. Chinaei ; Brahim Chaib-draa ; Luc Lamontagne
Gossip Galore: An Embodied Conversational Agent for Collecting and Sharing Pop Trivia from the Web / Feiyu Xu ; Peter Adolphs ; Hans Uszkoreit ; Xiwen Cheng ; Hong Li
Biosignal Based Discrimination between Slight and Strong Driver Hypovigilance by Support-Vector Machines / David Sommer ; Martin Golz ; Udo Trutschel ; Dave Edwards
Agents / Part II：
Tiered Logic for Agents in Contexts / Rosalito Perez Cruz ; John Newsome Crossley
HomeManager: Testing Agent-Oriented Software Engineering in Home Intelligence / Ambra Molesini ; Enrico Denti ; Andrea Omicini
Developing Multi-Agent Systems through Integrating Prometheus, INGENIAS and ICARO-T / Antonio Fernández-Caballero ; José M. Gascueña
An Efficient Winner Approximation for a Series of Combinatorial Auctions / Naoki Fukuta ; Takayuki Ito
How to Integrate Personalization and Trust in an Agent Network / Laurent Lacomme ; Yues Demazeau ; Valérie Camps
Modeling Two Stage Preventive Medical Checkup Systems with Social Science Approaches / Andreas Martischnig ; Siegfried Voessner ; Gerhard Stark
Translating Discrete Multi-Agents Systems into Cellular Automata: Application to Diffusion-Limited Aggregation / Antoine Spicher ; Nazim Fatès ; Olivier Simonin
Using Values to Turn Agents into Characters / Rossana Damiano ; Vincenzo Lombardo
Author Index
Invited Speakers
Past, Present and Future of Ambient Intelligence and Smart Environments / Juan Carlos Augusto
Artificial Intelligence / Part I：
29.

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29. Advanced Communication and Networking
Chin-Chen Chang, Chin-Cheng Chang, Purnendu Das, Byeong-Ho Kang, Muhammad Khurram Khan, Thanos Vasilakos
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Design of a Reliable Wireless Switch for the Intersection Area on Vehicular Telematics Networks / Junghoon Lee ; Gyung-Leen Park ; Ho-Young Kwak ; Sang Joon Lee ; Mikyung Kang
A Middleware Based Approach to Dynamically Deploy Location Based Services onto Heterogeneous Mobile Devices Using Bluetooth in Indoor Environment / Pampa Sadhukhan ; Rijurekha Sen ; Pradip K. Das
Hiding Data in Audio Signal / Debnath Bhattacharyya ; Poulami Dutta ; Maricel O. Balitanas ; Tai-hoon Kim ; Purnendu Das
Feature Extraction and Analysis of Breast Cancer Specimen / Rosslin John Robles ; Samir Kumar Bandyopadhyay
Three-Phase Scheme for Supporting Time-Constrained Data with Duplication in Wireless Broadcast Systems / Chao-Chun Chen ; Lien-Fa Lin ; Shih-Chia Wang
A Feedback-Based Secure Path Approach for Wireless Sensor Networks Data Collection / Yuxin Mao
An Effective Power Saving Mechanism for IEEE 802.11 PSM in Double-Layered Mobile P2P Systems / Ju-Hee Lee ; Taek-Hun Kim ; Jin-Woo Song ; Kwang-Jo Lee ; Sung-Bong Yang
A New Image Enhancement Method Based on Nonsubsampled Contourlet Transform / Md. Foisal Hossain ; Mohammad Reza Alsharif ; Katsumi Yamashita
Enable Cache Effect on Forwarding Table in Metro-Ethernet / Xiaocui Sun ; Zhijun Wang
A Handover Mechanism Using IEEE 802.21 in Heterogeneous Wireless Networks / Lin-Huang Chang ; Chau-Chi Wang ; Tsung-Han Lee
Duplicate Address Detection Table in IPv6 Mobile Networks / Farkhod Alisherov
A Hop-Sensitive Mechanism to Establish Route Optimization in Mobile Networks / J. Isac Gnanaraj ; P. Calduwel Newton ; L. Arockiam
A Novel Analysis of Single Mode Fiber for Reduction of Chromatic Dispersion Using Dispersion Compensated Fiber / Laxman Tawade ; Shantanu Jagdale ; Munir Sayyad ; Sanjay Nalbalwar
Image Tampering Detection and Recovery Using Dual Watermarks and Cyclic Redundancy Checks / Chu-Hsing Lin ; Jung-Chun Liu ; Wei-Cheng Hsu ; Hsing-Weng Wang ; Wei-Chih Lin ; Jian-Wei Li
Response Time Enhancement of Sensor Network Using the Solid State Drive / Dae-Sik Ko ; Yoon-Sik Kwak
Author Index
Design of a Reliable Wireless Switch for the Intersection Area on Vehicular Telematics Networks / Junghoon Lee ; Gyung-Leen Park ; Ho-Young Kwak ; Sang Joon Lee ; Mikyung Kang
A Middleware Based Approach to Dynamically Deploy Location Based Services onto Heterogeneous Mobile Devices Using Bluetooth in Indoor Environment / Pampa Sadhukhan ; Rijurekha Sen ; Pradip K. Das
Hiding Data in Audio Signal / Debnath Bhattacharyya ; Poulami Dutta ; Maricel O. Balitanas ; Tai-hoon Kim ; Purnendu Das
30.

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30. AI Approaches to the Complexity of Legal Systems. Complex Systems, the Semantic Web, Ontologies, Argumentation, and Dialogue
Pompeu Casanovas, Gianmaria Ajani, Pompeu Casanovas Romeu, Takeo Kanade, Ugo Pagallo, Giovanni Sartor
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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AI Approaches to the Complexity of Legal Systems
Introduction: Complex Systems and Six Challenges for the Development of Law and the Semantic Web / Pompeu Casanovas ; Ugo Pagallo ; Giovanni Sartor ; Gianmaria Ajani
Language and Complex Systems in Law / I：
As Law Goes By: Topology, Ontology, Evolution
Sailing the Semantic Seas by Structural Vessels: Problems and Perspectives for the Identification of Implicit Knowledge in the Legal Domain / Piercarlo Rossi
Network Analysis of the French Environmental Code / Romain Boulet ; Pierre Mazzega ; Danièle Bourcier
Model Regularity of Legal Language in Active Modifications / Monica Palmirani ; Raffaella Brighi
Ontologies and the Representation of Legal Knowledge / II：
Traceability and Change in Legal Requirements Engineering / Alexander Boer ; Tom van Engers ; Radboud Winkels
When a FrameNet-Style Knowledge Description Meets an Ontological Characterization of Fundamental Legal Concepts / Tommaso Agnoloni ; Meritxell Fernández-Barrera ; Maria Teresa Sagri ; Daniela Tiscorni ; Giulia Venturi
Application of an Ontology-Based Model to a Selected Fraudulent Disbursement Economic Crime / Jaroslaw Bak ; Czeslaw Jedrzejek
Multi-layer Markup and Ontological Structures in Akoma Ntoso / Gioele Barabucci ; Luca Cervone ; Silvio Peroni ; Fabio Vitali
Argumentation and Logics / III：
Prescriptive and Descriptive Obligations in Dynamic Epistemic Deontic Logic / Guillaume Aucher ; Guido Boella ; Leendert van der Torre
Lex Minus Dixit Quam Voluit, Lex Magis Dixit Quam Voluit: A Formal Study on Legal Compliance and Interpretation / Guido Govenatori ; Antonino Rotolo
Dialogue and Legal Multimedia / IV：
Legal Electronic Institutions and ONTOMEDIA: Dialogue, Inventio, and Relational Justice Scenarios
Mediation, ODR, and the Web 2.0: A Case for Relational Justice / Marta Poblet ; José Manuel López-Cobo ; Alvaro Cabrerizo ; Juan Antonio Prieto
Legal "Neutral Dialogue", Implementing the Work of Bruce Ackerman in the Field of Law / Antoni Abad-Ninet
Legal Multimedia Management through JPEG2000 Framework / Jorge González-Conejero
Author Index
AI Approaches to the Complexity of Legal Systems
Introduction: Complex Systems and Six Challenges for the Development of Law and the Semantic Web / Pompeu Casanovas ; Ugo Pagallo ; Giovanni Sartor ; Gianmaria Ajani
Language and Complex Systems in Law / I：
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31. Agents for Games and Simulations II
Frank Dignum, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Architectures / Section 1：
Unreal Goal Bots: Conceptual Design of a Reusable Interface / Koen V. Hindriks ; Birna van Riemsdijk ; Tristan Behrens ; Rien Korstanje ; Nick Kraayenbrink ; Wouter Pasman ; Lennard de Rijk
A Periphery of Pogamut: From Bots to Agents and Back Again / Jakub Gemrot ; Cyril Brom ; TomአPlch
Goal-Based Communication Using BDI Agents as Virtual Humans in Training: An Ontology Driven Dialogue System / Joost van Oijen ; Willem van Doesburg ; Frank Dignum
Evaluation and Comparison of Multi-agent Based Crowd Simulation Systems / Bikramjit Banerjee ; Landon Kraemer
Towards an Architecture for Collaborative Human/AI Control of Interactive Characters / James Niehaus ; Peter Weyhrauch
Training and Story Lines / Section 2：
An Architecture for Directing Value-Driven Artificial Characters / Rossana Damiano ; Vincenzo Lombardo
Implicitly and Intelligently Influencing the Interactive Experience / Michael J. 0'Grady ; Mauro Dragone ; Richard Tynan ; Gregory M.P. O'Hare ; Jie Wan ; Conor Muldoon
Creating Customized Game Experiences by Leveraging Human Creative Effort: A Planning Approach / Boyang Li ; Mark O.Riedl
Guiding User Adaptation in Serious Games / Joost Westra ; Prank Dignum ; Virginia Dignum
Using Agent Technology to Build a Real-World Training Application / Michal Cap ; Annerieke Heuvelink ; Karel van den Bosch ; Willem Van Doesburg
Social Behavior and Organization / Section 3：
Semi-Automated Dialogue Act Classification for Situated Social Agents in Games / Jeff Orkin ; Deb Roy
Using Exclusion Logic to Model Social Practices / Richard Evans
Making Games Alive: An Organisational Approach / Sergio Alvarez-Napagao ; Fernando Koch ; Ignasi Gómez-Sebastià ; Javier Vázquez-Salceda
Building Quests for Online Games with Virtual Institutions / Gustavo Aranda ; Tomas Trescak ; Marc Esteva ; Carlos Carrascosa
Author Index
Architectures / Section 1：
Unreal Goal Bots: Conceptual Design of a Reusable Interface / Koen V. Hindriks ; Birna van Riemsdijk ; Tristan Behrens ; Rien Korstanje ; Nick Kraayenbrink ; Wouter Pasman ; Lennard de Rijk
A Periphery of Pogamut: From Bots to Agents and Back Again / Jakub Gemrot ; Cyril Brom ; TomአPlch
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32. Tools for Teaching Logic
Patrick Blackburn, Hans Ditmarsch, Takeo Kanade, Mar?a Manzano, Fernando Soler-Toscano
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Teaching Argumentation Theory and Practice: The Case of 12 Angry Men / Jesús Alcolea-Banegas
E-learning and Semantic Technologies: Tools and Concepts / Enrique Alonso
CT2.0: A Collaborative Database of Examples for Teaching Informal Logic / Peter Bradley
Araucaria-PL: Software for Teaching Argumentation Theory / Katarzyna Budzynska
Teaching Logic in Philosophy / Begoña Carrascal
Organon: Learning Management System for Basic Logic Courses / Ludmila Dostalova ; Jaroslav Lang
Variables in Mathematics Education / Susanna S. Epp
Logic Training through Algorithmic Problem Solving / João F. Ferreira ; Alexandra Mendes ; Alcino Cunha ; Carlos Baquero ; Paulo Silva ; L.S. Barbosa ; J.N. Oliveira
Concrete Epistemic Modal Logic: Flatland / Olivier Gasquet ; François Schwarzentruber
Satoulouse: The Computational Power of Propositional Logic Shown to Beginners / Martin Strecker
Panda: A Proof Assistant in Natural Deduction for All. A Gentzen Style Proof Assistant for Undergraduate Students / Frangçois Schwarzentruber
The Question of the Question in Critical Thinking? / Roderic A. Girle
Adding a Dimension to Logic Diagramming / Laurence Goldstein
The Many Rewards of Putting Absolutely Everything into Introductory Logic / James M. Henle
The SELL Project: A Learning Tool for E-Learning Logic / Antonia Huertas ; Josep M. Humet ; Laura López ; Enric Mor
Ten Years of Computer-Based Tutors for Teaching Logic 2000-2010: Lessons Learned / Antonia Huertos
Logic in Action: An Open Logic Courseware Project / Jan Jaspars ; Fernando R. Velázquez-Quesada
A Teaching Tool for Proving Equivalences between Logical Formulae / Josje Lodder ; Bastiaan Heeren
Mhy Bib I Fail Logic? Dyslexia in the Teaching of Logic / Xóchitl Martínez Nava
Information-Theoretic Perspective for Teaching Logic / áng Nepomuceno-Fernández
Teaching Sound Principles about Invalidity / Carlos A. Oiler
Systematic Errors as an Input for Teaching Logic / Gladys Patau ; Ana Couló
The AProS Project: Teaching Logic to Business and Engineering Students / Moris Polanco
Using a Learner- and Teacher-Friendly Environment for Turing Machine Programming and Testing / Rein Frank ; Mart Anton
Using an Argument Ontology to Develop Pedagogical Tool suites / Chris Reed ; Simon Wells ; Mark Snaith ; John Lawrence
Visual Tools for Teaching Prepositional Logic / Aránzazu San Ginés
Ogicamente: A Virtual Learning Environment for Logic Based on
A Framework for Coping with Logically-Minded Arguments in Philosophy / Luis Adrian Urtubey
A Logic Teaching Tool Based on Tableaux for Verification and Debugging of Algorithms / Rafael del Vado Virseda ; Eva Pilar Orna ; Eduardo Berbis ; Saúl de León Guerrero
Designing an Introductory Course to Elementary Symbolic Logic within the Blackboard E-learning Environment / Frank Zenker ; Christian Gottschall ; Albert Newen ; Raphael van Riel ; Gottfried Vosgerau
Author Index
Teaching Argumentation Theory and Practice: The Case of 12 Angry Men / Jesús Alcolea-Banegas
E-learning and Semantic Technologies: Tools and Concepts / Enrique Alonso
CT2.0: A Collaborative Database of Examples for Teaching Informal Logic / Peter Bradley
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33. Agents and Artificial Intelligence
International Conference on Agents and Artificial Intelligence, Joaquim Filipe, Ana Fred, Bernadette Sharp
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Invited Speakers
Past, Present and Future of Ambient Intelligence and Smart Environments / Juan Carlos Augusto
Artificial Intelligence / Part I：
Modelling Social Learning of Adolescence-Limited Criminal Behaviour / Tibor Bosse ; Charlotte Gerritsen ; Michel C.A. Klein
How Do Emotions Induce Dominant Learners' Mental States Predicted from Their Brainwaves? / Alicia Heraz ; Claude Frasson
A Multiagent Semantics for the Game Description Language / Stephan Schiffel ; Michael Thielscher
Verifying Context-Dependent Reduction Relations for Knowledge Specifications / Alexei Sharpanskykh ; Jan Treur
Combining Artificial Intelligence Techniques for the Training of Power System Control Centre Operators / Luiz Faria ; António Silva ; Zita Vale ; Carlos Ramos
Adaptive State Space Abstraction Using Neuroevolution / Robert Wright ; Nathaniel Gemelli
Goal-Based Game Tree Search for Complex Domains / Viliam Lisý ; Branislav Bosanský ; Michal Jakob ; Michal Pechoucek
Generating Incomplete Data with DataZapper / Yingying Wen ; Kevin B. Korb ; Ann E. Nicholson
Extending Learning Vector Quantization for Classifying Data with Categorical Values / Ning Chen ; Nuno C. Marques
Action Knowledge Acquisition with Opmaker2 / T.L. McCluskey ; S.N. Cresswell ; N.E. Richardson ; M.M. West
Application of Hidden Topic Markov Models on Spoken Dialogue Systems / Hamid R. Chinaei ; Brahim Chaib-draa ; Luc Lamontagne
Gossip Galore: An Embodied Conversational Agent for Collecting and Sharing Pop Trivia from the Web / Feiyu Xu ; Peter Adolphs ; Hans Uszkoreit ; Xiwen Cheng ; Hong Li
Biosignal Based Discrimination between Slight and Strong Driver Hypovigilance by Support-Vector Machines / David Sommer ; Martin Golz ; Udo Trutschel ; Dave Edwards
Agents / Part II：
Tiered Logic for Agents in Contexts / Rosalito Perez Cruz ; John Newsome Crossley
HomeManager: Testing Agent-Oriented Software Engineering in Home Intelligence / Ambra Molesini ; Enrico Denti ; Andrea Omicini
Developing Multi-Agent Systems through Integrating Prometheus, INGENIAS and ICARO-T / Antonio Fernández-Caballero ; José M. Gascueña
An Efficient Winner Approximation for a Series of Combinatorial Auctions / Naoki Fukuta ; Takayuki Ito
How to Integrate Personalization and Trust in an Agent Network / Laurent Lacomme ; Yues Demazeau ; Valérie Camps
Modeling Two Stage Preventive Medical Checkup Systems with Social Science Approaches / Andreas Martischnig ; Siegfried Voessner ; Gerhard Stark
Translating Discrete Multi-Agents Systems into Cellular Automata: Application to Diffusion-Limited Aggregation / Antoine Spicher ; Nazim Fatès ; Olivier Simonin
Using Values to Turn Agents into Characters / Rossana Damiano ; Vincenzo Lombardo
Author Index
Invited Speakers
Past, Present and Future of Ambient Intelligence and Smart Environments / Juan Carlos Augusto
Artificial Intelligence / Part I：
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34. Agents for Games and Simulations II
Frank Dignum, Takeo Kanade, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Architectures / Section 1：
Unreal Goal Bots: Conceptual Design of a Reusable Interface / Koen V. Hindriks ; Birna van Riemsdijk ; Tristan Behrens ; Rien Korstanje ; Nick Kraayenbrink ; Wouter Pasman ; Lennard de Rijk
A Periphery of Pogamut: From Bots to Agents and Back Again / Jakub Gemrot ; Cyril Brom ; TomአPlch
Goal-Based Communication Using BDI Agents as Virtual Humans in Training: An Ontology Driven Dialogue System / Joost van Oijen ; Willem van Doesburg ; Frank Dignum
Evaluation and Comparison of Multi-agent Based Crowd Simulation Systems / Bikramjit Banerjee ; Landon Kraemer
Towards an Architecture for Collaborative Human/AI Control of Interactive Characters / James Niehaus ; Peter Weyhrauch
Training and Story Lines / Section 2：
An Architecture for Directing Value-Driven Artificial Characters / Rossana Damiano ; Vincenzo Lombardo
Implicitly and Intelligently Influencing the Interactive Experience / Michael J. 0'Grady ; Mauro Dragone ; Richard Tynan ; Gregory M.P. O'Hare ; Jie Wan ; Conor Muldoon
Creating Customized Game Experiences by Leveraging Human Creative Effort: A Planning Approach / Boyang Li ; Mark O.Riedl
Guiding User Adaptation in Serious Games / Joost Westra ; Prank Dignum ; Virginia Dignum
Using Agent Technology to Build a Real-World Training Application / Michal Cap ; Annerieke Heuvelink ; Karel van den Bosch ; Willem Van Doesburg
Social Behavior and Organization / Section 3：
Semi-Automated Dialogue Act Classification for Situated Social Agents in Games / Jeff Orkin ; Deb Roy
Using Exclusion Logic to Model Social Practices / Richard Evans
Making Games Alive: An Organisational Approach / Sergio Alvarez-Napagao ; Fernando Koch ; Ignasi Gómez-Sebastià ; Javier Vázquez-Salceda
Building Quests for Online Games with Virtual Institutions / Gustavo Aranda ; Tomas Trescak ; Marc Esteva ; Carlos Carrascosa
Author Index
Architectures / Section 1：
Unreal Goal Bots: Conceptual Design of a Reusable Interface / Koen V. Hindriks ; Birna van Riemsdijk ; Tristan Behrens ; Rien Korstanje ; Nick Kraayenbrink ; Wouter Pasman ; Lennard de Rijk
A Periphery of Pogamut: From Bots to Agents and Back Again / Jakub Gemrot ; Cyril Brom ; TomአPlch
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35. AI Approaches to the Complexity of Legal Systems. Complex Systems, the Semantic Web, Ontologies, Argumentation, and Dialogue
Pompeu Casanovas, Gianmaria Ajani, Pompeu Casanovas Romeu, Takeo Kanade, Ugo Pagallo, Giovanni Sartor
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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AI Approaches to the Complexity of Legal Systems
Introduction: Complex Systems and Six Challenges for the Development of Law and the Semantic Web / Pompeu Casanovas ; Ugo Pagallo ; Giovanni Sartor ; Gianmaria Ajani
Language and Complex Systems in Law / I：
As Law Goes By: Topology, Ontology, Evolution
Sailing the Semantic Seas by Structural Vessels: Problems and Perspectives for the Identification of Implicit Knowledge in the Legal Domain / Piercarlo Rossi
Network Analysis of the French Environmental Code / Romain Boulet ; Pierre Mazzega ; Danièle Bourcier
Model Regularity of Legal Language in Active Modifications / Monica Palmirani ; Raffaella Brighi
Ontologies and the Representation of Legal Knowledge / II：
Traceability and Change in Legal Requirements Engineering / Alexander Boer ; Tom van Engers ; Radboud Winkels
When a FrameNet-Style Knowledge Description Meets an Ontological Characterization of Fundamental Legal Concepts / Tommaso Agnoloni ; Meritxell Fernández-Barrera ; Maria Teresa Sagri ; Daniela Tiscorni ; Giulia Venturi
Application of an Ontology-Based Model to a Selected Fraudulent Disbursement Economic Crime / Jaroslaw Bak ; Czeslaw Jedrzejek
Multi-layer Markup and Ontological Structures in Akoma Ntoso / Gioele Barabucci ; Luca Cervone ; Silvio Peroni ; Fabio Vitali
Argumentation and Logics / III：
Prescriptive and Descriptive Obligations in Dynamic Epistemic Deontic Logic / Guillaume Aucher ; Guido Boella ; Leendert van der Torre
Lex Minus Dixit Quam Voluit, Lex Magis Dixit Quam Voluit: A Formal Study on Legal Compliance and Interpretation / Guido Govenatori ; Antonino Rotolo
Dialogue and Legal Multimedia / IV：
Legal Electronic Institutions and ONTOMEDIA: Dialogue, Inventio, and Relational Justice Scenarios
Mediation, ODR, and the Web 2.0: A Case for Relational Justice / Marta Poblet ; José Manuel López-Cobo ; Alvaro Cabrerizo ; Juan Antonio Prieto
Legal "Neutral Dialogue", Implementing the Work of Bruce Ackerman in the Field of Law / Antoni Abad-Ninet
Legal Multimedia Management through JPEG2000 Framework / Jorge González-Conejero
Author Index
AI Approaches to the Complexity of Legal Systems
Introduction: Complex Systems and Six Challenges for the Development of Law and the Semantic Web / Pompeu Casanovas ; Ugo Pagallo ; Giovanni Sartor ; Gianmaria Ajani
Language and Complex Systems in Law / I：
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36. Advanced Communication and Networking
Chin-Chen Chang, Chin-Cheng Chang, Purnendu Das, Byeong-Ho Kang, Muhammad Khurram Khan, Thanos Vasilakos
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Design of a Reliable Wireless Switch for the Intersection Area on Vehicular Telematics Networks / Junghoon Lee ; Gyung-Leen Park ; Ho-Young Kwak ; Sang Joon Lee ; Mikyung Kang
A Middleware Based Approach to Dynamically Deploy Location Based Services onto Heterogeneous Mobile Devices Using Bluetooth in Indoor Environment / Pampa Sadhukhan ; Rijurekha Sen ; Pradip K. Das
Hiding Data in Audio Signal / Debnath Bhattacharyya ; Poulami Dutta ; Maricel O. Balitanas ; Tai-hoon Kim ; Purnendu Das
Feature Extraction and Analysis of Breast Cancer Specimen / Rosslin John Robles ; Samir Kumar Bandyopadhyay
Three-Phase Scheme for Supporting Time-Constrained Data with Duplication in Wireless Broadcast Systems / Chao-Chun Chen ; Lien-Fa Lin ; Shih-Chia Wang
A Feedback-Based Secure Path Approach for Wireless Sensor Networks Data Collection / Yuxin Mao
An Effective Power Saving Mechanism for IEEE 802.11 PSM in Double-Layered Mobile P2P Systems / Ju-Hee Lee ; Taek-Hun Kim ; Jin-Woo Song ; Kwang-Jo Lee ; Sung-Bong Yang
A New Image Enhancement Method Based on Nonsubsampled Contourlet Transform / Md. Foisal Hossain ; Mohammad Reza Alsharif ; Katsumi Yamashita
Enable Cache Effect on Forwarding Table in Metro-Ethernet / Xiaocui Sun ; Zhijun Wang
A Handover Mechanism Using IEEE 802.21 in Heterogeneous Wireless Networks / Lin-Huang Chang ; Chau-Chi Wang ; Tsung-Han Lee
Duplicate Address Detection Table in IPv6 Mobile Networks / Farkhod Alisherov
A Hop-Sensitive Mechanism to Establish Route Optimization in Mobile Networks / J. Isac Gnanaraj ; P. Calduwel Newton ; L. Arockiam
A Novel Analysis of Single Mode Fiber for Reduction of Chromatic Dispersion Using Dispersion Compensated Fiber / Laxman Tawade ; Shantanu Jagdale ; Munir Sayyad ; Sanjay Nalbalwar
Image Tampering Detection and Recovery Using Dual Watermarks and Cyclic Redundancy Checks / Chu-Hsing Lin ; Jung-Chun Liu ; Wei-Cheng Hsu ; Hsing-Weng Wang ; Wei-Chih Lin ; Jian-Wei Li
Response Time Enhancement of Sensor Network Using the Solid State Drive / Dae-Sik Ko ; Yoon-Sik Kwak
Author Index
Design of a Reliable Wireless Switch for the Intersection Area on Vehicular Telematics Networks / Junghoon Lee ; Gyung-Leen Park ; Ho-Young Kwak ; Sang Joon Lee ; Mikyung Kang
A Middleware Based Approach to Dynamically Deploy Location Based Services onto Heterogeneous Mobile Devices Using Bluetooth in Indoor Environment / Pampa Sadhukhan ; Rijurekha Sen ; Pradip K. Das
Hiding Data in Audio Signal / Debnath Bhattacharyya ; Poulami Dutta ; Maricel O. Balitanas ; Tai-hoon Kim ; Purnendu Das
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37. Modeling Decisions for Artificial Intelligence
Vicenç Torra, Marc Daumas, Takeo Kanade, Yasuo Narukawa
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Invited Papers
Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals / Didier Dubois
User Privacy in Web Search / Josep Domingo-Ferrer
A Bibliometric Index Based on Collaboration Distances / Maria Bras-Amorós ; Vicenç Torra
Regular Papers
Aggregation Operators and Decision Making
Measuring the Influence of the kth Largest Variable on Functions over the Unit Hypercube / Jean-Luc Marichal ; Pierre Mathonet
Measuring the Interactions among Variables of Functions over the Unit Hypercube
Weighted Quasi-arithmetic Means and Conditional Expectations / Yuji Yoshida
Modelling Group Decision Making Problems in Changeable Conditions / Ignacio J. Pérez ; Sergio Alonso ; Francisco J. Cabrerizo ; Enrique Herrera-Viedma
Individual Opinions-Based Judgment Aggregation Procedures / Farah Benamara ; Souhila Kaci ; Gabriella Pigozzi
Aggregation of Bounded Fuzzy Natural Number-Valued Multisets / Jaume Casasnovas ; J. Vicente Riera
Sugeno Utility Functions I: Axiomatizations / Miguel Couceiro ; Tamás Waldhauser
Sugeno Utility Functions II: Factorizations
Managing Information Fusion with Formal Concept Analysis / Zainab Assaghir ; Mehdi Kaytoue ; Amedeo Napoli ; Henri Prade
Clustering and Similarity
Indefinite Kernel Fuzzy c-Means Clustering Algorithms / Yuchi Kanzawa ; Yasunori Endo ; Sadaaki Miyamoto
Algorithms in Sequential Fuzzy Regression Models Based on Least Absolute Deviations / Hengjin Tang
A Generalized Approach to the Suppressed Fuzzy c-Means Algorithm / László Szilágyi ; Sándor M. Szilágyi ; Csilla Kiss
Semi-supervised Agglomerative Hierarchical Clustering Using Clusterwise Tolerance Based Pairwise Constraints / Yukihiro Hamasuna
Computational Intelligence
Gallbladder Segmentation in 2-D Ultrasound Images Using Deformable Contour Methods / Marcin Ciecholewski
Pattern Mining on Stars with FP-Growth / Andreia Silva ; Cláudia Antunes
A Computational Intelligence Based Framework for One-Subsequence-Ahead Forecasting of Nonstationary Time Series / Vasile Georgescu
Non-hierarchical Clustering of Decision Tables toward Rough Set-Based Group Decision Aid / Masahiro Inuiguchi ; Ryuta Enomoto ; Yoshifumi Kusunoki
Revisiting Natural Actor-Critics with Value Function Approximation / Matthieu Geist ; Olivier Pietquin
Cost-Continuty Model for Web Search / David F. Nettleton ; Joan Codina
An Enhanced Framework of Subjective Logic for Semantic Document Analysis / Sukanya Manna ; B. Sumudu. U. Mendis ; Tom Gedeon
Data Privacy
Ontology-Based Anonymization of Categorical Values / Sergio Martínez ; David Sánchez ; Aida Valls
Rational Privacy Disclosure in Social Networks
Towards Semantic Microaggregation of Categorical Data for Confidential Documents / Daniel Abril ; Guillermo Navarro-Arribas
Using Classification Methods to Evaluate Attribute Disclosure Risk / Jordi Nin ; Javier Herranz
A Misleading Attack against Semi-supervised Learning for Intrusion Detection / Fangzhou Zhu ; Jun Long ; Wentao Zhao ; Zhiping Cai
Author Index
Invited Papers
Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals / Didier Dubois
User Privacy in Web Search / Josep Domingo-Ferrer
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38. Advances in Soft Computing
Grigori Sidorov, Arturo Hern?ndez Aguirre, Takeo Kanade, Carlos Alberto Reyes Garc?a
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Invited Paper
Discovering Role of Linguistic Geometry / Boris Stilman ; Vladimir Yakhnis ; Oleg Umanskiy
Machine Learning and Pattern Recognition
Elkan's k-Means Algorithm for Graphs / Brijnesh J. Jain ; Klaus Obermayer
A Simple Approach to Incorporate Label Dependency in Multi-label Classification / Everton Alvares Cherman ; Jean Metz ; Maria Carolina Monard
Methods and Algorithms of Information Generalization in Noisy Databases / Vadim Vagin ; Marina Fomina
Object Class Recognition Using SIFT and Bayesian Networks / Leonardo Chang ; Miriam Monica Duarte ; Luis Enrique Sucar ; Eduardo F. Morales
Boosting Based Conditional Quantile Estimation for Regression and Binary Classification / Songfeng Zheng
A Fast Fuzzy Cocke-Younger-Kasami Algorithm for DNA and RNA Strings Analysis / Herón Molina-Lozano
A Fast Implementation of the CT-EXT Algorithm for the Testor Property Identification / Guillermo Sanchez-Diaz ; Ivan Piza-Davila ; Manuel Lazo-Cortes ; Miguel Mora-Gonzalez ; Javier Salinas-Luna
Supervised Probabilistic Classification Based on Gaussian Copulas / Rogelio Salinas-Gutiérrez ; Arturo Hernández-Aguirre ; Mariano J.J. Rivera-Meraz ; Enrique R. Villa-Diharce
Text-Independent Speaker Identification Using VQ-HMM Model Based Multiple Classifier System / Ali Zulfiqar ; Aslam Muhammad ; A.M. Martinez-Enriquez ; G. Escalada-Imaz
Towards.One-Class Pattern Recognition in Brain Activity via Neural Networks / Omer Boehm ; David R. Hardoon ; Larry M. Manevitz
Real Time Tracking of Musical Performances / Antonio Camarena-Ibarrola ; Edgar Chávez
Recognizing Dactylogical Symbols with Image Segmentation and a New Differentiated Weighting Scheme / Laura Jeanine Razo Gil ; Salvador Godoy-Calderón ; Ricardo Barrón Fernández
Automatic Learning for Natural Language Processing
Selecting Candidate Labels For Hierarchical Document Clusters Using Association Rules / Fabiano Fernandes dos Santos ; Veronica Oliveira de Carvalho ; Solange Oliveira Rezende
Recognizing Textual Entailment Using a Machine Learning Approach / Miguel Angel Ríos Gaona ; Alexander Gelbukh ; Sivaji Bandyopadhyay
Detection of Different Authorship of Text Sequences through Self-organizing Maps and Mutual Information Function / Antonio Neme ; Blanca Lugo ; Alejandra Cervera
Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish / Olga Kolesnikova
Hybrid Intelligent Systems and Neural Networks
On the Structure of Elimination Trees for Bayesian Network Inference / Kevin Grant ; Keilan Scholten
CBR and Neural Networks Based Technique for Predictive Prefetching / Sohail Sarwar ; Zia Ul-Qayyum ; Owais Ahmed Malik
Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels / Mahdi Tabassian ; Reza Ghaderi ; Reza Ebrahimpour
Stability and Topology in Reservoir Computing / Larry Manevitz ; Hananel Hazan
A Radial Basis Function Redesigned for Predicting a Welding Process / Rolando J. Praga-Alejo ; Luis M. Torres-Treviño ; David S. González ; Jorge Acevedo-Dávila ; Francisco Cepeda
Dynamic Neural Networks Applied to Melody Retrieval / Laura E. Gomez ; Humberto Sossa ; Ricardo Barron ; Julio F. Jimenez
Recognition of Huffman Codewords with a Genetic-Neural Hybrid System / Eugène C. Ezin ; Orion Fausto Reyes-Galaviz ; Carlos A. Reyes-García
Fraud Detection Model Based on the Discovery Symbolic Classification Rules Extracted from a Neural Network / Wilfredy Santamaría Ruiz ; Elizabeth León Guzman
Hardware Implementation of Artificial Neural Networks for Arbitrary Boolean Functions with Generalised Threshold Gate Circuits / Maciej Nikodem
Evolutionary Algorithms and Other Naturally-Inspired Algorithms
Solving No-Wait Flow Shop Scheduling Problems by a Hybrid Quantum-Inspired Evolutionary Algorithm / Tianmin Zheng ; Mitsuo Yamashiro
Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction / Juan J. Flores ; Hector Rodriguez ; Mario Graff
Routing Algorithms for Wireless Sensor Networks Using Ant Colony Optimization / Christian Domínguez-Medina ; Nareli Cruz-Cortés
Approximating Multi-Objective Hyper-Heuristics for Solving 2D Irregular Cutting Stock Problems / Juan Carlos Gomez ; Hugo Terashima-Marín
Particle Swarm Optimization with Gravitational Interactions for Multimodal and Unimodal Problems / Rodrigo López ; Julio Barrera
Particle Swarm Optimization with Resets - Improving the Balance between Exploration and Exploitation / Yenny Noa Vargas ; Stephen Chen
MiTS: A New Approach of Tabu Search for Constructing Mixed Covering Arrays / Loreto Gonzalez-Hernandez ; Jose Torres-Jimenez
On the Best Evolutionary Wavelet Based Filter to Compress a Specific Signal / Oscar Herrera Alcántara
Fuzzy Logic
Financial Time Series Prediction in Cooperating with Event Knowledge: A Fuzzy Approach / Do-Thanh Sang ; Dong-Min Woo ; Dong-Chul Park ; Thi Nguyen
The Fuzzy Syllogistic System / Bora I. Kumova ; Hüseyin Çakir
Big Five Patterns for Software Engineering Roles Using an ANFIS Learning Approach with RAMSET / Luis G. Martínez ; Antonio Rodríguez-Díaz ; Guillermo Licea ; Juan R. Castro
New Proposal for Eliminating Interferences in a Radar System / Carlos Campa ; Antonio Acevedo ; Elena Acevedo
Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems / Denisse Hidalgo ; Patricia Melin ; Oscar Castillo
Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods / Fevrier Valdez
Fuzzy Logic Controllers Optimization Using Genetic Algorithms and Particle Swarm Optimization / Ricardo Martinez-Soto ; Luis T. Aguilar
FPGA Implementation of Fuzzy System with Parametric Membership Functions and Parametric Conjunctions / Prometeo Cortés Antonio ; Ildar Batyrshin ; Heron Molina Lozano ; Luis A. Villa A. Vargas ; Imre Rudas
Fuzzy Logic Hardware Implementation for Pneumatic Control of One DOF Pneumatic Robot / Juan-Manuel Ramos-Arreguin ; Emmanuel Guillen-Garcia ; Sandra Canchola-Magdaleno ; Jesus-Carlos Pedraza-Ortega ; Efren Gorrostieta-Hurtado ; Marco-Antonio Aceves-Fernández ; Carlos-Alberto Ramos-Arreguin
Author Index
Invited Paper
Discovering Role of Linguistic Geometry / Boris Stilman ; Vladimir Yakhnis ; Oleg Umanskiy
Machine Learning and Pattern Recognition
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39. Advances in Soft Computing
Grigori Sidorov, Arturo Hernández Aguirre, Takeo Kanade, Carlos Alberto Reyes García
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Invited Paper
Discovering Role of Linguistic Geometry / Boris Stilman ; Vladimir Yakhnis ; Oleg Umanskiy
Machine Learning and Pattern Recognition
Elkan's k-Means Algorithm for Graphs / Brijnesh J. Jain ; Klaus Obermayer
A Simple Approach to Incorporate Label Dependency in Multi-label Classification / Everton Alvares Cherman ; Jean Metz ; Maria Carolina Monard
Methods and Algorithms of Information Generalization in Noisy Databases / Vadim Vagin ; Marina Fomina
Object Class Recognition Using SIFT and Bayesian Networks / Leonardo Chang ; Miriam Monica Duarte ; Luis Enrique Sucar ; Eduardo F. Morales
Boosting Based Conditional Quantile Estimation for Regression and Binary Classification / Songfeng Zheng
A Fast Fuzzy Cocke-Younger-Kasami Algorithm for DNA and RNA Strings Analysis / Herón Molina-Lozano
A Fast Implementation of the CT-EXT Algorithm for the Testor Property Identification / Guillermo Sanchez-Diaz ; Ivan Piza-Davila ; Manuel Lazo-Cortes ; Miguel Mora-Gonzalez ; Javier Salinas-Luna
Supervised Probabilistic Classification Based on Gaussian Copulas / Rogelio Salinas-Gutiérrez ; Arturo Hernández-Aguirre ; Mariano J.J. Rivera-Meraz ; Enrique R. Villa-Diharce
Text-Independent Speaker Identification Using VQ-HMM Model Based Multiple Classifier System / Ali Zulfiqar ; Aslam Muhammad ; A.M. Martinez-Enriquez ; G. Escalada-Imaz
Towards.One-Class Pattern Recognition in Brain Activity via Neural Networks / Omer Boehm ; David R. Hardoon ; Larry M. Manevitz
Real Time Tracking of Musical Performances / Antonio Camarena-Ibarrola ; Edgar Chávez
Recognizing Dactylogical Symbols with Image Segmentation and a New Differentiated Weighting Scheme / Laura Jeanine Razo Gil ; Salvador Godoy-Calderón ; Ricardo Barrón Fernández
Automatic Learning for Natural Language Processing
Selecting Candidate Labels For Hierarchical Document Clusters Using Association Rules / Fabiano Fernandes dos Santos ; Veronica Oliveira de Carvalho ; Solange Oliveira Rezende
Recognizing Textual Entailment Using a Machine Learning Approach / Miguel Angel Ríos Gaona ; Alexander Gelbukh ; Sivaji Bandyopadhyay
Detection of Different Authorship of Text Sequences through Self-organizing Maps and Mutual Information Function / Antonio Neme ; Blanca Lugo ; Alejandra Cervera
Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish / Olga Kolesnikova
Hybrid Intelligent Systems and Neural Networks
On the Structure of Elimination Trees for Bayesian Network Inference / Kevin Grant ; Keilan Scholten
CBR and Neural Networks Based Technique for Predictive Prefetching / Sohail Sarwar ; Zia Ul-Qayyum ; Owais Ahmed Malik
Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels / Mahdi Tabassian ; Reza Ghaderi ; Reza Ebrahimpour
Stability and Topology in Reservoir Computing / Larry Manevitz ; Hananel Hazan
A Radial Basis Function Redesigned for Predicting a Welding Process / Rolando J. Praga-Alejo ; Luis M. Torres-Treviño ; David S. González ; Jorge Acevedo-Dávila ; Francisco Cepeda
Dynamic Neural Networks Applied to Melody Retrieval / Laura E. Gomez ; Humberto Sossa ; Ricardo Barron ; Julio F. Jimenez
Recognition of Huffman Codewords with a Genetic-Neural Hybrid System / Eugène C. Ezin ; Orion Fausto Reyes-Galaviz ; Carlos A. Reyes-García
Fraud Detection Model Based on the Discovery Symbolic Classification Rules Extracted from a Neural Network / Wilfredy Santamaría Ruiz ; Elizabeth León Guzman
Hardware Implementation of Artificial Neural Networks for Arbitrary Boolean Functions with Generalised Threshold Gate Circuits / Maciej Nikodem
Evolutionary Algorithms and Other Naturally-Inspired Algorithms
Solving No-Wait Flow Shop Scheduling Problems by a Hybrid Quantum-Inspired Evolutionary Algorithm / Tianmin Zheng ; Mitsuo Yamashiro
Reducing the Search Space in Evolutive Design of ARIMA and ANN Models for Time Series Prediction / Juan J. Flores ; Hector Rodriguez ; Mario Graff
Routing Algorithms for Wireless Sensor Networks Using Ant Colony Optimization / Christian Domínguez-Medina ; Nareli Cruz-Cortés
Approximating Multi-Objective Hyper-Heuristics for Solving 2D Irregular Cutting Stock Problems / Juan Carlos Gomez ; Hugo Terashima-Marín
Particle Swarm Optimization with Gravitational Interactions for Multimodal and Unimodal Problems / Rodrigo López ; Julio Barrera
Particle Swarm Optimization with Resets - Improving the Balance between Exploration and Exploitation / Yenny Noa Vargas ; Stephen Chen
MiTS: A New Approach of Tabu Search for Constructing Mixed Covering Arrays / Loreto Gonzalez-Hernandez ; Jose Torres-Jimenez
On the Best Evolutionary Wavelet Based Filter to Compress a Specific Signal / Oscar Herrera Alcántara
Fuzzy Logic
Financial Time Series Prediction in Cooperating with Event Knowledge: A Fuzzy Approach / Do-Thanh Sang ; Dong-Min Woo ; Dong-Chul Park ; Thi Nguyen
The Fuzzy Syllogistic System / Bora I. Kumova ; Hüseyin Çakir
Big Five Patterns for Software Engineering Roles Using an ANFIS Learning Approach with RAMSET / Luis G. Martínez ; Antonio Rodríguez-Díaz ; Guillermo Licea ; Juan R. Castro
New Proposal for Eliminating Interferences in a Radar System / Carlos Campa ; Antonio Acevedo ; Elena Acevedo
Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems / Denisse Hidalgo ; Patricia Melin ; Oscar Castillo
Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods / Fevrier Valdez
Fuzzy Logic Controllers Optimization Using Genetic Algorithms and Particle Swarm Optimization / Ricardo Martinez-Soto ; Luis T. Aguilar
FPGA Implementation of Fuzzy System with Parametric Membership Functions and Parametric Conjunctions / Prometeo Cortés Antonio ; Ildar Batyrshin ; Heron Molina Lozano ; Luis A. Villa A. Vargas ; Imre Rudas
Fuzzy Logic Hardware Implementation for Pneumatic Control of One DOF Pneumatic Robot / Juan-Manuel Ramos-Arreguin ; Emmanuel Guillen-Garcia ; Sandra Canchola-Magdaleno ; Jesus-Carlos Pedraza-Ortega ; Efren Gorrostieta-Hurtado ; Marco-Antonio Aceves-Fernández ; Carlos-Alberto Ramos-Arreguin
Author Index
Invited Paper
Discovering Role of Linguistic Geometry / Boris Stilman ; Vladimir Yakhnis ; Oleg Umanskiy
Machine Learning and Pattern Recognition
40.

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40. Knowledge-Based and Intelligent Information and Engineering Systems
Rossitza Setchi, Robert J. Howlett, Lakhmi C. Jain, Ivan Jordanov, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Knowledge-Based Systems for e-Business
A Study on Traveling Purpose Classification Method to Extract Traveling Requests / Nobuo Suzuki ; Mariko Yamamura ; Kazuhiko Tsuda
Customer Path Controlling in the Retail Store with the Vertex Dominating Cycle Algorithms / Hirokazu Yanagihara ; Muni S. Srivastava ; Takeshi Sugiyama
Quality Assurance and Intelligent Web-Based Information Technology
A Framework for the Quality Assurance of Blended E-Learning Communities / Iraklis Varlamis ; Ioannis Apostolakis
Quality of Content in Web 2.0 Applications
Telepediatrics Education on the Semantic Web / Sofia Sidirokastriti ; Anastasia N. Kastania
Web Applications and Public Diplomacy / Antigoni Koffa
Knowledge-Based Interface Systems
A Hybrid Face Recognition System for Managing Time of Going to Work and Getting away from Office / Yoshinori Adachi ; Zeng Yunfei ; Masahiro Ozaki ; Yuji Iwahori
Multi-Relationa Pattern Mining System for General Database Systems / Nobuhiro Inuzuka ; Toshiyuki Makino
Recovering 3-D Shape Based on Light Fall-Off Stereo under Point Light Source Illumination and Perspective Projection / Claire Rouveyrol ; Robert J.Woodham ; Kunio Kasugai
Shadow Detection Method Based on Dirichlet Process Mixture Model / Wataru Kurahashi ; Shinji Fukui ; Robert J. Woodham
Vowel Sound Recognition Using a Spectrum Envelope Feature Detection Method and Neural Network / Masashi Kawaguchi ; Naohiro Yonekura ; Takashi Jimbo ; Naohiro Ishii
Information Extraction Using XPath / Masashi Okada ; Ippei Torii
Information Visualization System for Activation of Shopping Streets / Yousuke Okada ; Takahito Niwa ; Manabu Onogi
Reasoning Based Intelligent Systems
Introduction to Intelligent Network Routing Based on EVALPSN / Kazumi Nakamatsu ; Jair Minoro Abe ; Takashi Watanabe
Introduction to Intelligent Elevator Control Based on EVALPSN / Seiki Akama ; Roumen Kountchev
A Sensing System for an Autonomous Mobile Robot Based on the Paraconsistent Artificial Neural Network / Claudio Rodrigo Torres ; Germano Lambert-Torres ; João Inácio Da Silva Filho ; Helga Gonzaga Martins
Paraconsistent Artificial Neural Networks and EEG Analysis / Helder F.S. Lopes
A Reasoning-Based Strategy for Exploring the Synergy among Alternative Crops / Hércules Antonio do Prado ; Edilson Ferneda ; Ricardo Coelho de Faria
Reasoning Elements for a Vehicle Routing System / Bernardo A. Mello ; Janaína A.S. Diniz ; Adelaide Figueiredo
A Mechanism for Converting Circuit Grammars to Definite Clauses / Takashi Tanaka
Constructive Discursive Reasoning
Formal Concept Analysis of Medical Incident Reports / Takahiro Baba ; Lucing Liu ; Sachio Hirokawa
Compression of Multispectral Images with Inverse Pyramid Decomposition
Data Mining and Service Science for Innovation
Econometric Approach for Broadband Market in Japan / Takeshi Kurosawa ; Hiromichi Kawano ; Motoi Iwashita ; Shinsuke Shimogawa ; Shouji Kouno ; Akiya Inoue
Opinion Exchange Support System by Visualizing Input History / Yukihiro Tamura ; Yuuki Tomiyama ; Wataru Sunayama
Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence / Takanobu Nakahara ; Takeaki Uno ; Katsutoshi Yada
Relation between Stay-Time and Purchase Probability Based on RFID Data in a Japanese Supermarket / Keiji Takai
Implementing an Image Search System with Integrating Social Tags and DBpedia / Chie Iijima ; Makito Kimura ; Takahira Yamaguchi
The Influence of Shopping Path Length on Purchase Behavior in Grocery Store / Marina Kholod ; Haruka Azuma
Existence of Single Input Rule Modules for Optimal Fuzzy Logic Control / Takashi Mitsuishi ; Hidefumi Kawakatsu ; Yasunari Shidama
Innovations in Chance Discovery
Temporality and Reference Place: Discovering Chances for Conflict Avoidance in Teamwork / Ruediger Oehlmann
Discovering Research Key Terms as Temporal Patterns of Importance Indices for Text Mining / Hidenao Abe ; Shusaku Tsumoto
Categorized and Integrated Data Mining of Medical Data from the Viewpoint of Chance Discovery / Akinori Abe ; Norihiro Hagita ; Michiko Furutani ; Yoshiyuki Furutani ; Rumiko Matsuoka
Support System for Thinking New Criteria of Unclassified Diseases / Yoko Nishihara ; Yoshimune Hiratsuka ; Akira Murakami ; Yukio Ohsawa ; Toshiro Kumakawa
Interpretation of Chance Discovery in Temporal Logic, Admissible Inference Rules / Vladimir Rybakov
Fairing Chance Cognitive Niche Impoverishment / Lorenzo Magnani ; Emanuele Bardone
Advanced Knowledge-Based Systems
Summarization for Geographically Distributed Data Streams / Anna Ciampi ; Annalisa Appice ; Donato Malerba
Gradual Data Aggregation in Multi-granular Fact Tables on Resource-Constrained Systems / Nadeem Iftikhar ; Torben Bach Pedersen
A Refinement Operator Based Method for Semantic Grouping of Conjunctive Query Results / Agnieszka Lawrynowicz ; Claudia d'Amato ; Nicola Fanizzi
Semantic Network of Ground Station-Satellite Communication System / Katarzyna Dabrowska-Kubik
W-kmeans: Clustering News Articles Using WordNet / Christos Bouras ; Vassilis Tsogkas
An Efficient Mechanism for Stemming and Tagging: The Case of Greek language / Giorgos Adam ; Konstantinos Asimakis ; Vassilis Poulopoulos
Co-clustering Analysis of Weblogs Using Bipartite Spectral Projection Approach / Guandong Xu ; Yu Zong ; Peter Dolog ; Yanchun Zhang
Talking Biology in Logic, and Back / Hasan Jamil
Analysis of Medical Pathways by Means of Frequent Closed Sequences / Elena Baralis ; Giulia Bruno ; Silvia Chiusano ; Virna C. Domenici ; Naeem A. Mahoto ; Caterina Petrigni
Inheriting Access Control Rules from Large Relational Databases to Materialized Views Automatically / Alfredo Cuzzocrea ; Mohand-Said Hacid ; Nicola Grillo
MySQL Data Mining: Extending MySQL to Support Data Mining Primitives (Demo) / Alfredo Ferro ; Rosalba Giugno ; Piera Laura Puglisi ; Alfredo Pulvirenti
A Genetic Algorithm to Design Industrial Materials / E. Tenorio ; J. Gómez-Ruiz ; J.I. Peláez ; J.M. Doña
Intelligent Network and Service
A Proposal of P2P Content Retrieval System Using Access-Based Grouping Technique / Takuya Sasaki ; Jun Sawamoto ; Takashi Katoh ; Yuji Wada ; Norihisa Segawa ; Eiji Sugino
The Effects of Individual Differences in Two Persons on the Distributed and Cooperative KJ Method in an Anonymous Environment / Takaya Yuizono ; Zhe Jin
Pictograph Chat Communicator III: A Chat System That Embodies Cross-Cultural Communication / Jun Munemori ; Taro Fukuda ; Moonyati Binti Mohd Yatid ; Tadashi Nishide ; Junko Itou
Distance Learning Support System for Game Programming with Java / Kouji Yoshida ; Takumu Yaoi ; Isao Miyaji ; Kunihiro Yamada ; Satoru Fujii
Evidence Analysis Method Using Bloom Filter for MANET Forensics / Takashi Mishina ; Yoh Shiraishi ; Osamu Takahashi
Diminished Reality for Landscape Video Sequences with Homographies / Kosuke Takeda ; Ryuuki Sakamoto
Prediction of Combinatorial Protein-Protein Interaction Networks from Expression Data Using Statistics on Conditional Probability / Takatoshi Fujiki ; Etsuko Inoue ; Takuya Yoshihiro ; Masaru Nakagawa
Development and Evaluation of a Historical Tour Support System Using 3D Graphics and Mobile Terminal / Takahiro Shima ; Megumi Takahashi ; Koji Yoshida
Repetition of Dialogue Atmosphere Using Characters Based on Face-to-Face Dialogue
Soft Computing Techniques and Their Intelligent Utilizations Toward Gaming, Robotics, Stock Markets etc.
CMOS-Based Radiation Movie and Still Image Pickup System with a Phototimer Using Smart Pattern Recognition / Osamu Yuuki ; Hiroshi Mineno ; Tadanori Mizuno
Utilization of Evolutionary Algorithms for Making Commons Game Much More Exciting / Noriyuki Komine ; Norio Baba ; Hisashi Handa ; Mariko Kusaka ; Masaki Takeda ; Yuriko Yoshihara ; Keisuke Kogawa
Education of Embedded System by Using Electric Fan / Junji Namiki
Development and Evaluation of a Routing Simulator for a Mutually Complementary Network Incorporating Wired and Wireless Components / Hiroki Morita ; Naoki Yusa ; Masanori Kojima
On the Impact of the Metrics Choice in SOM Learning: Some Empirical Results from Financial Data / Marina Resta
Reinforcement Learning Scheme for Grouping and Characterization of Multi-agent Network / Koichiro Morihiro ; Nobuyuki Matsui ; Teijiro Isokawa ; Haruhiko Nishimura
Extracting Principal Components from Pseudo-random Data by Using Random Matrix Theory / Mieko Tanaka-Yamawaki
Music Impression Detection Method for User Independent Music Retrieval System / Masato Miyoshi ; Satoru Tsuge ; Hillary Kipsang Choge ; Tadahiro Oyama ; Momoyo Ito ; Minoru Fukumi
Applying Fuzzy Sets to Composite Algorithm for Remote Sensing Data / Kenneth J. Mackin ; Takashi Yamaguchi ; Jong Geol Park ; Eiji Nunohiro ; Kotaro Matsushita ; Yukio Yanagisawa ; Masao Igarashi
Immunity-Based Systems
Evaluations of Immunity-Based Diagnosis for a Motherboard / Haruki Shida ; Takeshi Okamoto ; Yoshiteru Ishida
A Note on Dynamical Behaviors of a Spatial Game Operated on Intercrossed Rules / Kouji Harada
Asymmetry in Repairing and Infection: The Case of a Self-repair Network / Kei-ichi Tanabe
A Note on Symmetry in Logic of Self-repair: The Case of a Self-repair Network
An Immunity-Based Scheme for Statistical En-route Filtering in Wireless Sensor Networks / Yuji Watanabe
Author Index
Knowledge-Based Systems for e-Business
A Study on Traveling Purpose Classification Method to Extract Traveling Requests / Nobuo Suzuki ; Mariko Yamamura ; Kazuhiko Tsuda
Customer Path Controlling in the Retail Store with the Vertex Dominating Cycle Algorithms / Hirokazu Yanagihara ; Muni S. Srivastava ; Takeshi Sugiyama
41.

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41. Advanced Data Mining and Applications
Longbing Cao, Yong Feng, Takeo Kanade, Jiang Zhong
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
A General Multi-relational Classification Approach Using Feature Generation and Selection / Miao Zou ; Tengjiao Wang ; Hongyan Li ; Dongqing Yang
A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines / João Guerreiro ; Duarte Trigueiros
A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets / Nhien-An Le-Khac ; Martin Bue ; Michael Whelan ; M-Tahar Kechadi
Change a Sequence into a Fuzzy Number / Diana Domanska ; Marek Wojtylak
Multiple Kernel Learning Improved by MMD / Jiangtao Ren ; Zhou Liang ; Shaofeng Hu
A Refinement Approach to Handling Model Misfit in Semi-supervised Learning / Hanjing Su ; Ling Chen ; Yunming Ye ; Zhaocai Sun ; Qingyao Wu
Soft Set Approach for Selecting Decision Attribute in Data Clustering / Mohd Isa Awang ; Ahmad Nazari Mohd Rose ; Tutut Herawan ; Mustafa Mat Deris
Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study / Yiyu Huang ; Wenjing Su ; Xiang Li
Adapt the mRMR Criterion for Unsupervised Feature Selection / Junling Xu
Evaluating the Distance between Two Uncertain Categorical Objects / Hongmei Chen ; Lizhen Wang ; Weiyi Liu ; Qing Xiao
Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks / YongJin Zeng ; JianDong Zhuang
Spatial Filter Selection with LASSO for EEG Classification / Wenting Tu ; Shiliang Sun
Boolean Algebra and Compression Technique for Association Rule Mining / Somboon Anekritmongkol ; M.L. Kulthon Kasamsan
Cluster Based Symbolic Representation and Feature Selection for Text Classification / B.S. Harish ; D.S. Guru ; S. Manjunath ; R. Dinesh
SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity / Li Yu ; Zhaoxin Shu ; Xiaoping Yang
Logistic Regression for Transductive Transfer Learning from Multiple Sources / Yuhong Zhang ; Xuegang Hu ; Yucheng Fang
Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes / Jinguo You ; Lianying Jia ; Jianhua Hu ; Qingsong Huang ; Jianqing Xi
Data Mining Applications and Systems / IV：
Tag Recommendation Based on Bayesian Principle / Zhonghui Wang ; Zhihong Deng
Comparison of Different Methods to Fuse Theos Images / Silong Zhang ; Guojin He
Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction / Bingquan Huang ; T. Satoh ; Y. Huang ; M.-T. Kechadi ; B. Buckley
Time-Constrained Test Selection for Regression Testing / Lian Yu ; Lei Xu ; Wei-Tek Tsai
Chinese New Word Detection from Query Logs / Yan Zhang ; Maosong Sun ; Yang Zhang
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization / Alfred Krzywicki ; Wayne Wobcke
Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation / Songgao Tu ; Chaojun Lu
Applying Multi-Objective Evolutionary Algorithms to QoS-Aware Web Service Composition / Li Li ; Peng Cheng ; Ling Ou ; Zili Zhang
Real-Time Hand Detection and Tracking Using LBP Features / Bin Xiao ; Xiang-min Xu ; Qian-pei Mai
Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis / Xuebiao Yuchi ; Xiaodong Lee ; Jian Jin ; Baoping Yan
A New Statistical Approach to DNS Traffic Anomaly Detection / Xin Wang
Managing Power Conservation in Wireless Networks / Kongluan Lin ; John Debenham ; Simeon Simoff
Using PCA to Predict Customer Churn in Telecommunication Dataset / T. Sato ; B.Q. Huang
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction / Yiming Chen ; Zhoujun Li ; Xiaohua Hu ; Junwan Liu
Personalized Tag Recommendation Based on User Preference and Content
Predicting Defect Priority Based on Neural Networks / Wei Zhao ; Fang Wu
Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering / Qi Xie ; Kaigui Wu ; Pan He ; Min Chen
Hybrid Semantic Analysis System - ATIS Data Evaluation / Ivan Habernal ; Miloslav Konopík
Click Prediction for Product Search on C2C Web Sites / Xiangzhi Wang ; Chunyang Liu ; Guirong Xue ; Yong Yu
Finding Potential Research Collaborators in Four Degrees of Separation / Paweena Chaiwanarom ; Ryutaro Ichise ; Chidchanok Lursinsap
Predicting Product Duration for Adaptive Advertisement / Zhongqi Guo ; Yongqiang Wang ; Gui-rong Xue
An Algorithm for Available Bandwidth Estimation of IPv6 Network / Quanjie Qiu ; Zhiguo Li ; Zhongfu Wu
A Structure-Based XML Storage Method in YAFFS File System / Ji Liu ; Shuyu Chen ; Haozhang Liu
A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections / Guanghui Chang ; Huawei Lu ; Xiaoqin Zhang
NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment / Changze Wu ; Li Feng ; Dong Tian
Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks / Hadi Shakibian ; Nasrollah Moghadam Charkari
Generating Tags for Service Reviews / Suke Li ; Jinmei Hao ; Zhong Chen
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique / Shahriyah Nyak Saad Ali ; Ahmad Mahir Razali ; Azuraliza Abu Bakar ; Nur Riza Suradi
Factor Analysis of E-business in Skill-Based Strategic Collaboration / Daijiang Chen ; Juanjuan Chen
Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System / Jun Liang ; Mei Fang Xu ; Lan Juan Li ; Sheng Li Yang ; Bao Luo Li ; De Ren Cheng ; Ou Jin ; Li Zhong Zhang ; Long Wei Yang ; Jun Xiang Sun
Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs / Xingfu Wang ; Yan Li ; Qian Huang ; Jinglu Hui
Application of Decision-Tree Based on Prediction Model for Project Management / Xin-ying Tu ; Tao Fu
Management Policies Analysis for Multi-core Shared Caches / Jianjun Du ; Yixing Zhang ; Xinwen Wang
Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method / Kefei Cheng ; Kewen Pan ; Jun Feng ; Yong Bai
The Research on the User Experience of E-Commercial Website Based on User Subdivision / Wei Liu ; Lijuan Lu ; Daoli Huang
An Ontology-Based Framework Model for Trustworthy Software Evolution / Ji Li ; Chunmei Liu
Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval / Huanchen Zhang ; Weifeng Sun ; Shichao Dong ; Long Chen ; Chuang Lin
A Distributed Node Clustering Mechanism in P2P Networks / Mo Hai ; Shuhang Guo
Exploratory Factor Analysis Approach for Understanding Consumer Behaviour toward Using Chongqing City Card / Chengliang Wang
Author Index
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
42.

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42. Hybrid Artificial Intelligent Systems
Emilio Corchado, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Plenary
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. Fernández ; S.García ; F. Herrera
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi ; Ole-Christoffer Granmo ; B. John Oommen
Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces / Juliusz L. Kulikowski ; Malgorzata Przytulska
Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches (Abstract) / Ajith Abracham
Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust (Abstract) / James Llinas
General Track
A Genetic Algorithm Applied to a Main Sequence Stellar Model / Gabriela de Oliveira Penna Tavares ; Marco Aurelio Cavalcanti Pacheco
Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game / Petro Verkhogliad
Evaluation of Network Survivability Considering Degree of Separation / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen
Fuzzy Control of Trade-off between Exploration and Exploitation Properties of Evolutionary Algorithms / Adam Slowik
Hybridization of Evolutionary Algorithm with Yule Walker Method o Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics
Auitomatic Identification Approach for Sea Surface Bubbles Detection / Juan José Fuertes ; Carlos M. Travieso ; J.B. Alonso
The Application of Artificial Intelligence Hybrid in Traffic Flow / Ilija Tanackov ; Vuk Bogdanovic ; Jovan Tepic ; Siniša Sremac ; Nenad Ruaškic
Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering - An approach / Rubén Jaramillo-Vacio ; Alberto Ochoa-Zezzatti ; S.Jöns ; Sergio Ledezma-Orozco ; Camelia Chira
ayesian Segmentation of Magnetic Resonance Images Using the ?-Stable Distribution / Diega Salas-Gonzalez ; Matthias Schlögl ; Juan M. Górriz ; Javier Ramírez ; Elmar Lang
On-Line Valuation of Residential Premises with Evolving Fuzzy Models / Edwin Lughofer ; Bogdan Trawinski ; Krzysztof Trawinski ; Tadeusz Lasota
Investigation of Genetic Algorithms with Self-adaptive Crossover, Mutation, and Selection / Magdalena Smetek
Hybrid Multi-agent System for Knowledge Management in Distributed control System / Dariusz Choinski ; Mieczyslaw Metzger ; Witold Nocon
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients / M. López ; J.M. Górriz ; J. Ramírez ; D. Salas-Gonzalez ; R. Chaves ; M. Gómez-Río
An Intelligent Automated Recognition System of Abnormal Structures in WCE Images / Piotr Szczypinski ; Artur Klepaczko ; Michal Strzelecki
Effective Diagnosis of AlzheimerÆs Disease by Means of Distance Metric Learning / I. Illán ; F. Segovia ; A. Olivares
Risk Estimation for Hierarchical Classifier / I.T. Podolak ; A. Roman
Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection / Ricardo B.C. Prudêncio ; Carlos Soares ; Teresa B. Ludermir
A Parallel Genetic Programming Algorithm for Classification / Alberto Cano ; Amelia Zafra ; Sebastiàn Ventura
Evolutionary Algorithm for P2P Multicasting Network Design Problem / Michal Wisniewski ; Krzysztof Walkowiak
A Focused Wave Front Algorithm for Mobile Robot Path Planning / Anshika Pal ; Ritu Tiwari ; Anupam Shukla
Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm / Stephen G. Matthews ; Mario A. Gongora ; Adrian A. Hopgood
Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms / Maciej Polanczyk ; Agnieszka Owczarek ; Krzysztof Slot
Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques / Z. Bankovic ; J.M. Moya ; J.C. Vallejo ; D. Fraga
A Hybrid System with Regression Trees in Steel-Making Process / Miroslaw Kordos ; Marcin Blachnik ; Marcin Perzyk ; Jacek Kozlowski ; Orestes Bystrzycki ; Mateusz Gródek ; Adrian Byrdziak ; Zenon Motyka
Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management / Simon Miller ; Mario Gongora ; Robert John
An Evidential Fusion Architecture for People Surveillance in Wide Open Areas / M. Fornaciari ; D. Sottara ; A. Prati ; P. Mello ; R. Cucchiara
Artificial Neural Networks Application in Software Testing Selection Method / Kristina Smilgyte ; Jovita Nenortaite
Combining OWL Ontology and Schema Annotations in Metadata Management / Tadeusz Pankowski
Benchmarking IBHM method Using NN3 Competition Dataset / Pawel Zawistowski ; Jaroslaw Arabas
Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network / Boguslaw Rymut ; Bogdan Kwolek
Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems / Barbara Strug
Controlling the Prediction Accuracy by Adjusting the Abstraction Levels / Tomcsz Lukaszewski ; Joailna Józefowska ; Agnieszka Lawrynowicz ; Józefowski ; Andrzej Lisieckl
Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models / Even Esgin ; Pinar Senkul
Analysis of Face Gestures for Human-Computer Interaction / Jacek Rondio ; Aleksandra Krolak
Assessing Safety of Object Pushing Using the Principle of Reversibility / Yuri Gavshin ; Maarja Kruusmaa
Class Prediction in Microarray Studies Based on Activation of pathways / Henryk Maciejewski
Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine / Dawid Kopiec ; Jerzy Martyna
Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace / Jaroslaw Jankowski ; Jaroslaw Watrobski ; Mateusz Piwowarski
An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks / Liliam B.Leal ; Marcus Vimeius de S. Lemos ; Raimir Holanda Filho ; Ricardo A.L. Rabelo ; Fabio A.S. Borges
Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties / Lidia Jackowska-Strumillo
An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems / Michal Kucharzak
An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU / Pavel Krömer ; Jan Platoš ; Václav Snášel ; Ajith Abraham
Collaborative Community Detection in Complex Networks / Anca Gog
JCLEC Meets WEKA! / A.Cano ; J.M.Luna ; J.L.Olmo ; S.Ventura
An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support / Jaume Jordan ; Stella Heras ; Soledad Valero ; Vicente Julian
Finger Vein Pattern Extraction Algorithm / Michal Walus ; Jan Kosmala ; Khalid Saeed
An Exploratory Research on Text-Independent Speaker Recognition / Mohammad Kheir Nammous ; Adam Szczepnski
Towards Automatic Image Annotation Supporting Document Understanding / Urszula Markowska-Kaczmar ; Pawel Minda ; Krzysztof Ociepa ; Dariusz Olszowy ; Roman Pawlikowski
A Computational Assessment of a Blood Vessel's Compliance: A Procedure Based on Computed Tomography Coronary Angiography / Piotr Porwik ; Maciej Sosnowski ; Tomasz Wesolowski ; Krzysztof Wrobel
Visual System for Drivers' Eye Recognition / Boguslaw Cyganek ; Stawomir Gruszczynski
A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks / Jun-Ki Min ; Sung-Bae Cho
Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data / Jong-Won Yoon
Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer / Suna-Bae Cho
Author Index
Plenary
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. Fernández ; S.García ; F. Herrera
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi ; Ole-Christoffer Granmo ; B. John Oommen
43.

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43. Advanced Data Mining and Applications
Longbing Cao, Yong Feng, Takeo Kanade, Jiang Zhong
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
A General Multi-relational Classification Approach Using Feature Generation and Selection / Miao Zou ; Tengjiao Wang ; Hongyan Li ; Dongqing Yang
A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines / João Guerreiro ; Duarte Trigueiros
A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets / Nhien-An Le-Khac ; Martin Bue ; Michael Whelan ; M-Tahar Kechadi
Change a Sequence into a Fuzzy Number / Diana Domanska ; Marek Wojtylak
Multiple Kernel Learning Improved by MMD / Jiangtao Ren ; Zhou Liang ; Shaofeng Hu
A Refinement Approach to Handling Model Misfit in Semi-supervised Learning / Hanjing Su ; Ling Chen ; Yunming Ye ; Zhaocai Sun ; Qingyao Wu
Soft Set Approach for Selecting Decision Attribute in Data Clustering / Mohd Isa Awang ; Ahmad Nazari Mohd Rose ; Tutut Herawan ; Mustafa Mat Deris
Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study / Yiyu Huang ; Wenjing Su ; Xiang Li
Adapt the mRMR Criterion for Unsupervised Feature Selection / Junling Xu
Evaluating the Distance between Two Uncertain Categorical Objects / Hongmei Chen ; Lizhen Wang ; Weiyi Liu ; Qing Xiao
Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks / YongJin Zeng ; JianDong Zhuang
Spatial Filter Selection with LASSO for EEG Classification / Wenting Tu ; Shiliang Sun
Boolean Algebra and Compression Technique for Association Rule Mining / Somboon Anekritmongkol ; M.L. Kulthon Kasamsan
Cluster Based Symbolic Representation and Feature Selection for Text Classification / B.S. Harish ; D.S. Guru ; S. Manjunath ; R. Dinesh
SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity / Li Yu ; Zhaoxin Shu ; Xiaoping Yang
Logistic Regression for Transductive Transfer Learning from Multiple Sources / Yuhong Zhang ; Xuegang Hu ; Yucheng Fang
Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes / Jinguo You ; Lianying Jia ; Jianhua Hu ; Qingsong Huang ; Jianqing Xi
Data Mining Applications and Systems / IV：
Tag Recommendation Based on Bayesian Principle / Zhonghui Wang ; Zhihong Deng
Comparison of Different Methods to Fuse Theos Images / Silong Zhang ; Guojin He
Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction / Bingquan Huang ; T. Satoh ; Y. Huang ; M.-T. Kechadi ; B. Buckley
Time-Constrained Test Selection for Regression Testing / Lian Yu ; Lei Xu ; Wei-Tek Tsai
Chinese New Word Detection from Query Logs / Yan Zhang ; Maosong Sun ; Yang Zhang
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization / Alfred Krzywicki ; Wayne Wobcke
Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation / Songgao Tu ; Chaojun Lu
Applying Multi-Objective Evolutionary Algorithms to QoS-Aware Web Service Composition / Li Li ; Peng Cheng ; Ling Ou ; Zili Zhang
Real-Time Hand Detection and Tracking Using LBP Features / Bin Xiao ; Xiang-min Xu ; Qian-pei Mai
Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis / Xuebiao Yuchi ; Xiaodong Lee ; Jian Jin ; Baoping Yan
A New Statistical Approach to DNS Traffic Anomaly Detection / Xin Wang
Managing Power Conservation in Wireless Networks / Kongluan Lin ; John Debenham ; Simeon Simoff
Using PCA to Predict Customer Churn in Telecommunication Dataset / T. Sato ; B.Q. Huang
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction / Yiming Chen ; Zhoujun Li ; Xiaohua Hu ; Junwan Liu
Personalized Tag Recommendation Based on User Preference and Content
Predicting Defect Priority Based on Neural Networks / Wei Zhao ; Fang Wu
Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering / Qi Xie ; Kaigui Wu ; Pan He ; Min Chen
Hybrid Semantic Analysis System - ATIS Data Evaluation / Ivan Habernal ; Miloslav Konopík
Click Prediction for Product Search on C2C Web Sites / Xiangzhi Wang ; Chunyang Liu ; Guirong Xue ; Yong Yu
Finding Potential Research Collaborators in Four Degrees of Separation / Paweena Chaiwanarom ; Ryutaro Ichise ; Chidchanok Lursinsap
Predicting Product Duration for Adaptive Advertisement / Zhongqi Guo ; Yongqiang Wang ; Gui-rong Xue
An Algorithm for Available Bandwidth Estimation of IPv6 Network / Quanjie Qiu ; Zhiguo Li ; Zhongfu Wu
A Structure-Based XML Storage Method in YAFFS File System / Ji Liu ; Shuyu Chen ; Haozhang Liu
A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections / Guanghui Chang ; Huawei Lu ; Xiaoqin Zhang
NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment / Changze Wu ; Li Feng ; Dong Tian
Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks / Hadi Shakibian ; Nasrollah Moghadam Charkari
Generating Tags for Service Reviews / Suke Li ; Jinmei Hao ; Zhong Chen
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique / Shahriyah Nyak Saad Ali ; Ahmad Mahir Razali ; Azuraliza Abu Bakar ; Nur Riza Suradi
Factor Analysis of E-business in Skill-Based Strategic Collaboration / Daijiang Chen ; Juanjuan Chen
Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System / Jun Liang ; Mei Fang Xu ; Lan Juan Li ; Sheng Li Yang ; Bao Luo Li ; De Ren Cheng ; Ou Jin ; Li Zhong Zhang ; Long Wei Yang ; Jun Xiang Sun
Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs / Xingfu Wang ; Yan Li ; Qian Huang ; Jinglu Hui
Application of Decision-Tree Based on Prediction Model for Project Management / Xin-ying Tu ; Tao Fu
Management Policies Analysis for Multi-core Shared Caches / Jianjun Du ; Yixing Zhang ; Xinwen Wang
Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method / Kefei Cheng ; Kewen Pan ; Jun Feng ; Yong Bai
The Research on the User Experience of E-Commercial Website Based on User Subdivision / Wei Liu ; Lijuan Lu ; Daoli Huang
An Ontology-Based Framework Model for Trustworthy Software Evolution / Ji Li ; Chunmei Liu
Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval / Huanchen Zhang ; Weifeng Sun ; Shichao Dong ; Long Chen ; Chuang Lin
A Distributed Node Clustering Mechanism in P2P Networks / Mo Hai ; Shuhang Guo
Exploratory Factor Analysis Approach for Understanding Consumer Behaviour toward Using Chongqing City Card / Chengliang Wang
Author Index
Data Mining Methodologies and Processes / III：
Incremental Learning by Heterogeneous Bagging Ensemble / Qiang Li Zhao ; Yan Huang Jiang ; Ming Xu
CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform / Zhiyong Zhong ; Mark Li ; Jin Chang ; Le Zhou ; Joshua Zhexue Huang ; Shengzhong Feng
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44. Hybrid Artificial Intelligent Systems
Emilio Corchado, Takeo Kanade, Marek Kurzynski, Michal Wozniak
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Plenary
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. Fernández ; S.García ; F. Herrera
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi ; Ole-Christoffer Granmo ; B. John Oommen
Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces / Juliusz L. Kulikowski ; Malgorzata Przytulska
Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches (Abstract) / Ajith Abracham
Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust (Abstract) / James Llinas
General Track
A Genetic Algorithm Applied to a Main Sequence Stellar Model / Gabriela de Oliveira Penna Tavares ; Marco Aurelio Cavalcanti Pacheco
Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game / Petro Verkhogliad
Evaluation of Network Survivability Considering Degree of Separation / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen
Fuzzy Control of Trade-off between Exploration and Exploitation Properties of Evolutionary Algorithms / Adam Slowik
Hybridization of Evolutionary Algorithm with Yule Walker Method o Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics
Auitomatic Identification Approach for Sea Surface Bubbles Detection / Juan José Fuertes ; Carlos M. Travieso ; J.B. Alonso
The Application of Artificial Intelligence Hybrid in Traffic Flow / Ilija Tanackov ; Vuk Bogdanovic ; Jovan Tepic ; Siniša Sremac ; Nenad Ruaškic
Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering - An approach / Rubén Jaramillo-Vacio ; Alberto Ochoa-Zezzatti ; S.Jöns ; Sergio Ledezma-Orozco ; Camelia Chira
ayesian Segmentation of Magnetic Resonance Images Using the ?-Stable Distribution / Diega Salas-Gonzalez ; Matthias Schlögl ; Juan M. Górriz ; Javier Ramírez ; Elmar Lang
On-Line Valuation of Residential Premises with Evolving Fuzzy Models / Edwin Lughofer ; Bogdan Trawinski ; Krzysztof Trawinski ; Tadeusz Lasota
Investigation of Genetic Algorithms with Self-adaptive Crossover, Mutation, and Selection / Magdalena Smetek
Hybrid Multi-agent System for Knowledge Management in Distributed control System / Dariusz Choinski ; Mieczyslaw Metzger ; Witold Nocon
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients / M. López ; J.M. Górriz ; J. Ramírez ; D. Salas-Gonzalez ; R. Chaves ; M. Gómez-Río
An Intelligent Automated Recognition System of Abnormal Structures in WCE Images / Piotr Szczypinski ; Artur Klepaczko ; Michal Strzelecki
Effective Diagnosis of AlzheimerÆs Disease by Means of Distance Metric Learning / I. Illán ; F. Segovia ; A. Olivares
Risk Estimation for Hierarchical Classifier / I.T. Podolak ; A. Roman
Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection / Ricardo B.C. Prudêncio ; Carlos Soares ; Teresa B. Ludermir
A Parallel Genetic Programming Algorithm for Classification / Alberto Cano ; Amelia Zafra ; Sebastiàn Ventura
Evolutionary Algorithm for P2P Multicasting Network Design Problem / Michal Wisniewski ; Krzysztof Walkowiak
A Focused Wave Front Algorithm for Mobile Robot Path Planning / Anshika Pal ; Ritu Tiwari ; Anupam Shukla
Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm / Stephen G. Matthews ; Mario A. Gongora ; Adrian A. Hopgood
Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms / Maciej Polanczyk ; Agnieszka Owczarek ; Krzysztof Slot
Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques / Z. Bankovic ; J.M. Moya ; J.C. Vallejo ; D. Fraga
A Hybrid System with Regression Trees in Steel-Making Process / Miroslaw Kordos ; Marcin Blachnik ; Marcin Perzyk ; Jacek Kozlowski ; Orestes Bystrzycki ; Mateusz Gródek ; Adrian Byrdziak ; Zenon Motyka
Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management / Simon Miller ; Mario Gongora ; Robert John
An Evidential Fusion Architecture for People Surveillance in Wide Open Areas / M. Fornaciari ; D. Sottara ; A. Prati ; P. Mello ; R. Cucchiara
Artificial Neural Networks Application in Software Testing Selection Method / Kristina Smilgyte ; Jovita Nenortaite
Combining OWL Ontology and Schema Annotations in Metadata Management / Tadeusz Pankowski
Benchmarking IBHM method Using NN3 Competition Dataset / Pawel Zawistowski ; Jaroslaw Arabas
Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network / Boguslaw Rymut ; Bogdan Kwolek
Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems / Barbara Strug
Controlling the Prediction Accuracy by Adjusting the Abstraction Levels / Tomcsz Lukaszewski ; Joailna Józefowska ; Agnieszka Lawrynowicz ; Józefowski ; Andrzej Lisieckl
Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models / Even Esgin ; Pinar Senkul
Analysis of Face Gestures for Human-Computer Interaction / Jacek Rondio ; Aleksandra Krolak
Assessing Safety of Object Pushing Using the Principle of Reversibility / Yuri Gavshin ; Maarja Kruusmaa
Class Prediction in Microarray Studies Based on Activation of pathways / Henryk Maciejewski
Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine / Dawid Kopiec ; Jerzy Martyna
Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace / Jaroslaw Jankowski ; Jaroslaw Watrobski ; Mateusz Piwowarski
An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks / Liliam B.Leal ; Marcus Vimeius de S. Lemos ; Raimir Holanda Filho ; Ricardo A.L. Rabelo ; Fabio A.S. Borges
Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties / Lidia Jackowska-Strumillo
An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems / Michal Kucharzak
An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU / Pavel Krömer ; Jan Platoš ; Václav Snášel ; Ajith Abraham
Collaborative Community Detection in Complex Networks / Anca Gog
JCLEC Meets WEKA! / A.Cano ; J.M.Luna ; J.L.Olmo ; S.Ventura
An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support / Jaume Jordan ; Stella Heras ; Soledad Valero ; Vicente Julian
Finger Vein Pattern Extraction Algorithm / Michal Walus ; Jan Kosmala ; Khalid Saeed
An Exploratory Research on Text-Independent Speaker Recognition / Mohammad Kheir Nammous ; Adam Szczepnski
Towards Automatic Image Annotation Supporting Document Understanding / Urszula Markowska-Kaczmar ; Pawel Minda ; Krzysztof Ociepa ; Dariusz Olszowy ; Roman Pawlikowski
A Computational Assessment of a Blood Vessel's Compliance: A Procedure Based on Computed Tomography Coronary Angiography / Piotr Porwik ; Maciej Sosnowski ; Tomasz Wesolowski ; Krzysztof Wrobel
Visual System for Drivers' Eye Recognition / Boguslaw Cyganek ; Stawomir Gruszczynski
A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks / Jun-Ki Min ; Sung-Bae Cho
Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data / Jong-Won Yoon
Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer / Suna-Bae Cho
Author Index
Plenary
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. Fernández ; S.García ; F. Herrera
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi ; Ole-Christoffer Granmo ; B. John Oommen
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45. Knowledge-Based and Intelligent Information and Engineering Systems
Rossitza Setchi, Robert J. Howlett, Lakhmi C. Jain, Ivan Jordanov, Takeo Kanade, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Knowledge-Based Systems for e-Business
A Study on Traveling Purpose Classification Method to Extract Traveling Requests / Nobuo Suzuki ; Mariko Yamamura ; Kazuhiko Tsuda
Customer Path Controlling in the Retail Store with the Vertex Dominating Cycle Algorithms / Hirokazu Yanagihara ; Muni S. Srivastava ; Takeshi Sugiyama
Quality Assurance and Intelligent Web-Based Information Technology
A Framework for the Quality Assurance of Blended E-Learning Communities / Iraklis Varlamis ; Ioannis Apostolakis
Quality of Content in Web 2.0 Applications
Telepediatrics Education on the Semantic Web / Sofia Sidirokastriti ; Anastasia N. Kastania
Web Applications and Public Diplomacy / Antigoni Koffa
Knowledge-Based Interface Systems
A Hybrid Face Recognition System for Managing Time of Going to Work and Getting away from Office / Yoshinori Adachi ; Zeng Yunfei ; Masahiro Ozaki ; Yuji Iwahori
Multi-Relationa Pattern Mining System for General Database Systems / Nobuhiro Inuzuka ; Toshiyuki Makino
Recovering 3-D Shape Based on Light Fall-Off Stereo under Point Light Source Illumination and Perspective Projection / Claire Rouveyrol ; Robert J.Woodham ; Kunio Kasugai
Shadow Detection Method Based on Dirichlet Process Mixture Model / Wataru Kurahashi ; Shinji Fukui ; Robert J. Woodham
Vowel Sound Recognition Using a Spectrum Envelope Feature Detection Method and Neural Network / Masashi Kawaguchi ; Naohiro Yonekura ; Takashi Jimbo ; Naohiro Ishii
Information Extraction Using XPath / Masashi Okada ; Ippei Torii
Information Visualization System for Activation of Shopping Streets / Yousuke Okada ; Takahito Niwa ; Manabu Onogi
Reasoning Based Intelligent Systems
Introduction to Intelligent Network Routing Based on EVALPSN / Kazumi Nakamatsu ; Jair Minoro Abe ; Takashi Watanabe
Introduction to Intelligent Elevator Control Based on EVALPSN / Seiki Akama ; Roumen Kountchev
A Sensing System for an Autonomous Mobile Robot Based on the Paraconsistent Artificial Neural Network / Claudio Rodrigo Torres ; Germano Lambert-Torres ; João Inácio Da Silva Filho ; Helga Gonzaga Martins
Paraconsistent Artificial Neural Networks and EEG Analysis / Helder F.S. Lopes
A Reasoning-Based Strategy for Exploring the Synergy among Alternative Crops / Hércules Antonio do Prado ; Edilson Ferneda ; Ricardo Coelho de Faria
Reasoning Elements for a Vehicle Routing System / Bernardo A. Mello ; Janaína A.S. Diniz ; Adelaide Figueiredo
A Mechanism for Converting Circuit Grammars to Definite Clauses / Takashi Tanaka
Constructive Discursive Reasoning
Formal Concept Analysis of Medical Incident Reports / Takahiro Baba ; Lucing Liu ; Sachio Hirokawa
Compression of Multispectral Images with Inverse Pyramid Decomposition
Data Mining and Service Science for Innovation
Econometric Approach for Broadband Market in Japan / Takeshi Kurosawa ; Hiromichi Kawano ; Motoi Iwashita ; Shinsuke Shimogawa ; Shouji Kouno ; Akiya Inoue
Opinion Exchange Support System by Visualizing Input History / Yukihiro Tamura ; Yuuki Tomiyama ; Wataru Sunayama
Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence / Takanobu Nakahara ; Takeaki Uno ; Katsutoshi Yada
Relation between Stay-Time and Purchase Probability Based on RFID Data in a Japanese Supermarket / Keiji Takai
Implementing an Image Search System with Integrating Social Tags and DBpedia / Chie Iijima ; Makito Kimura ; Takahira Yamaguchi
The Influence of Shopping Path Length on Purchase Behavior in Grocery Store / Marina Kholod ; Haruka Azuma
Existence of Single Input Rule Modules for Optimal Fuzzy Logic Control / Takashi Mitsuishi ; Hidefumi Kawakatsu ; Yasunari Shidama
Innovations in Chance Discovery
Temporality and Reference Place: Discovering Chances for Conflict Avoidance in Teamwork / Ruediger Oehlmann
Discovering Research Key Terms as Temporal Patterns of Importance Indices for Text Mining / Hidenao Abe ; Shusaku Tsumoto
Categorized and Integrated Data Mining of Medical Data from the Viewpoint of Chance Discovery / Akinori Abe ; Norihiro Hagita ; Michiko Furutani ; Yoshiyuki Furutani ; Rumiko Matsuoka
Support System for Thinking New Criteria of Unclassified Diseases / Yoko Nishihara ; Yoshimune Hiratsuka ; Akira Murakami ; Yukio Ohsawa ; Toshiro Kumakawa
Interpretation of Chance Discovery in Temporal Logic, Admissible Inference Rules / Vladimir Rybakov
Fairing Chance Cognitive Niche Impoverishment / Lorenzo Magnani ; Emanuele Bardone
Advanced Knowledge-Based Systems
Summarization for Geographically Distributed Data Streams / Anna Ciampi ; Annalisa Appice ; Donato Malerba
Gradual Data Aggregation in Multi-granular Fact Tables on Resource-Constrained Systems / Nadeem Iftikhar ; Torben Bach Pedersen
A Refinement Operator Based Method for Semantic Grouping of Conjunctive Query Results / Agnieszka Lawrynowicz ; Claudia d'Amato ; Nicola Fanizzi
Semantic Network of Ground Station-Satellite Communication System / Katarzyna Dabrowska-Kubik
W-kmeans: Clustering News Articles Using WordNet / Christos Bouras ; Vassilis Tsogkas
An Efficient Mechanism for Stemming and Tagging: The Case of Greek language / Giorgos Adam ; Konstantinos Asimakis ; Vassilis Poulopoulos
Co-clustering Analysis of Weblogs Using Bipartite Spectral Projection Approach / Guandong Xu ; Yu Zong ; Peter Dolog ; Yanchun Zhang
Talking Biology in Logic, and Back / Hasan Jamil
Analysis of Medical Pathways by Means of Frequent Closed Sequences / Elena Baralis ; Giulia Bruno ; Silvia Chiusano ; Virna C. Domenici ; Naeem A. Mahoto ; Caterina Petrigni
Inheriting Access Control Rules from Large Relational Databases to Materialized Views Automatically / Alfredo Cuzzocrea ; Mohand-Said Hacid ; Nicola Grillo
MySQL Data Mining: Extending MySQL to Support Data Mining Primitives (Demo) / Alfredo Ferro ; Rosalba Giugno ; Piera Laura Puglisi ; Alfredo Pulvirenti
A Genetic Algorithm to Design Industrial Materials / E. Tenorio ; J. Gómez-Ruiz ; J.I. Peláez ; J.M. Doña
Intelligent Network and Service
A Proposal of P2P Content Retrieval System Using Access-Based Grouping Technique / Takuya Sasaki ; Jun Sawamoto ; Takashi Katoh ; Yuji Wada ; Norihisa Segawa ; Eiji Sugino
The Effects of Individual Differences in Two Persons on the Distributed and Cooperative KJ Method in an Anonymous Environment / Takaya Yuizono ; Zhe Jin
Pictograph Chat Communicator III: A Chat System That Embodies Cross-Cultural Communication / Jun Munemori ; Taro Fukuda ; Moonyati Binti Mohd Yatid ; Tadashi Nishide ; Junko Itou
Distance Learning Support System for Game Programming with Java / Kouji Yoshida ; Takumu Yaoi ; Isao Miyaji ; Kunihiro Yamada ; Satoru Fujii
Evidence Analysis Method Using Bloom Filter for MANET Forensics / Takashi Mishina ; Yoh Shiraishi ; Osamu Takahashi
Diminished Reality for Landscape Video Sequences with Homographies / Kosuke Takeda ; Ryuuki Sakamoto
Prediction of Combinatorial Protein-Protein Interaction Networks from Expression Data Using Statistics on Conditional Probability / Takatoshi Fujiki ; Etsuko Inoue ; Takuya Yoshihiro ; Masaru Nakagawa
Development and Evaluation of a Historical Tour Support System Using 3D Graphics and Mobile Terminal / Takahiro Shima ; Megumi Takahashi ; Koji Yoshida
Repetition of Dialogue Atmosphere Using Characters Based on Face-to-Face Dialogue
Soft Computing Techniques and Their Intelligent Utilizations Toward Gaming, Robotics, Stock Markets etc.
CMOS-Based Radiation Movie and Still Image Pickup System with a Phototimer Using Smart Pattern Recognition / Osamu Yuuki ; Hiroshi Mineno ; Tadanori Mizuno
Utilization of Evolutionary Algorithms for Making Commons Game Much More Exciting / Noriyuki Komine ; Norio Baba ; Hisashi Handa ; Mariko Kusaka ; Masaki Takeda ; Yuriko Yoshihara ; Keisuke Kogawa
Education of Embedded System by Using Electric Fan / Junji Namiki
Development and Evaluation of a Routing Simulator for a Mutually Complementary Network Incorporating Wired and Wireless Components / Hiroki Morita ; Naoki Yusa ; Masanori Kojima
On the Impact of the Metrics Choice in SOM Learning: Some Empirical Results from Financial Data / Marina Resta
Reinforcement Learning Scheme for Grouping and Characterization of Multi-agent Network / Koichiro Morihiro ; Nobuyuki Matsui ; Teijiro Isokawa ; Haruhiko Nishimura
Extracting Principal Components from Pseudo-random Data by Using Random Matrix Theory / Mieko Tanaka-Yamawaki
Music Impression Detection Method for User Independent Music Retrieval System / Masato Miyoshi ; Satoru Tsuge ; Hillary Kipsang Choge ; Tadahiro Oyama ; Momoyo Ito ; Minoru Fukumi
Applying Fuzzy Sets to Composite Algorithm for Remote Sensing Data / Kenneth J. Mackin ; Takashi Yamaguchi ; Jong Geol Park ; Eiji Nunohiro ; Kotaro Matsushita ; Yukio Yanagisawa ; Masao Igarashi
Immunity-Based Systems
Evaluations of Immunity-Based Diagnosis for a Motherboard / Haruki Shida ; Takeshi Okamoto ; Yoshiteru Ishida
A Note on Dynamical Behaviors of a Spatial Game Operated on Intercrossed Rules / Kouji Harada
Asymmetry in Repairing and Infection: The Case of a Self-repair Network / Kei-ichi Tanabe
A Note on Symmetry in Logic of Self-repair: The Case of a Self-repair Network
An Immunity-Based Scheme for Statistical En-route Filtering in Wireless Sensor Networks / Yuji Watanabe
Author Index
Knowledge-Based Systems for e-Business
A Study on Traveling Purpose Classification Method to Extract Traveling Requests / Nobuo Suzuki ; Mariko Yamamura ; Kazuhiko Tsuda
Customer Path Controlling in the Retail Store with the Vertex Dominating Cycle Algorithms / Hirokazu Yanagihara ; Muni S. Srivastava ; Takeshi Sugiyama
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46. Research and Education in Robotics - EUROBOT 2011
David Obdr????lek, Achim Gottscheber
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Looking Backward at the Robot / Jana Horáková
VEX Robotics: STEM Program and Robotics Competition Expansion into Europe / Irene Alvarez Caro
Educational Environment for Robotic Applications in Engineering / Silas F.R. Alves ; Humberto Ferasoli Filho ; Renê Pegoraro ; Marco A.C. Caldeira ; Joao M. Rosário ; Wilson M. Yonezawa
EmbedIT - An Open Robotic Kit for Education / Dorit Assaf ; Rolf Pfeifer
Semantic Simulation Engine in Mobile Robot Operator Training Tool / Janusz Bedkowski ; Andrzej Mastowski
Mobile Robot Localization Using Beacons and the Kalman Filter Technique for the Eurobot Competition / Oliver Bittel ; Michael Blaich
A New Programming Interface for Educational Robotics / Javier Caccavelli ; Sol Pedre ; Pablo de Cristóforis ; Andrea Katz ; Diego Bendersky
An Attempt to Teaching Programming with Robots / Petr Cermák ; Jozef Kelemen
Domestic Service Robots in the Real World: More on the Case of Intelligent Robots Following Humans / Jean-Daniel Dessimoz ; Pierre-Fran" ois Gauthey
Designing an Omni-Directional Infrared Sensor and Beacon System for the Eurobot Competition / Valentin Durst ; Daniel Hagel ; Jan Vander
How to Teach Robotics to Children (12 - 16 Years Old) / Achim Gottscheber ; Andreas Hochlehnert ; Lukas Mairon
Model-Based Nonlinear Control of 2-WMR / Gemot Grabmair
Obstacle and Game Element Detection with the 3D-Sensor Kinect / Matthis Greater ; Michael Rosen/elder ; Olive Bittel
Identification Based Model of Ultrasonic Sensor / Jaroslav Hanzel ; Marian Kl'ucik ; Ladislav Jurisica ; and Anton Vitko
Robocop A Protocol for Service-Oriented Robot Control Systems / Dmitry Kononchuk ; Victor Kandoba ; Sergey Zhigalov ; Pavel pduramanov ; Yuri Okulovsky
AR-Drone as a Platform for Robotic Research and Education / Tomáa Krajník ; Vojtech Vonásek ; Daniel Fiser ; Jan Faigl
Team Development of an Autonomous Mobile Robot: Approaches and Results / Andrej Kuturov ; Anton Yudin ; Igor Pashinskiy ; Mikhaw Chistyakov
An Autonomous Robot Localization System Based on Coded Infrared Beacons / Milan Lukic ; Madrag Brkic ; Jovan Bajic
An Omnidirectional Mobile Robot for Large Object Handling / Lenka Mudrová ; Václaw Jahoda ; Oliver Porges ; Tomás Krajník
A Practical! Mobile Robotics Engineering Course Using LEGO Mindstorms / Ana C. Murillo ; Alejandro R. Mosteo ; Jose A. Castellanos ; Luis Montano
An 8 Year Old Educational Robotics Program - Structure, Methodology and Goals / Othon ja Rocha Neves Jr. ; Joâo Bosco da Mota Alves ; Josué J.G. Ramos
A New Three Object Triangulation Algorithm Based on the Power Center of Three Circles / VincermPierlot ; Maxime Urbin-Choffray ; Marc Van Droogenbroeck
Humanoid Robot Reaching Task Using Support Vector Machine / Mirko Rakovic ; Milutin Nikolic ; Branislav Borovac
Development of a High Speed 3D Laser Measurement System for Outdoor Robotics / Jens Schlemper ; Lars Kuhnert ; Markus Ax ; Klaus-Deter Kuhnert
A Robot Competition to Encourage First-Year Students in Mechatronic Sciences / Johannes Stier ; Gero Zechel ; Michael Beitelschmidt
Engineering Education Program at Kanazawa Institute of Technology: A Case Study in Department of Robotics / Ryoichi Suzuki ; Nobuaki Kobayashi
Autonomous Robot Navigation Based on Clustering across image / Tomas Vintr ; Lukas Pastorek ; Hana Rezankova
Distributed Control System for a Mobile Robot: Tasks and Software Architecture / Mikhail Semyonov
University Education in Robotics and Advanced Automation: A Certified Lectures Perspective and Strategy for Development of Didactical and Technical Course Model / Duško Lukac ; Werner Schollenberger
Author Index
Looking Backward at the Robot / Jana Horáková
VEX Robotics: STEM Program and Robotics Competition Expansion into Europe / Irene Alvarez Caro
Educational Environment for Robotic Applications in Engineering / Silas F.R. Alves ; Humberto Ferasoli Filho ; Renê Pegoraro ; Marco A.C. Caldeira ; Joao M. Rosário ; Wilson M. Yonezawa
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47. Advances in Artificial Intelligence ? SBIA 2010
Ant?nio Carlos Rocha Costa, Takeo Kanade, Flavio Tonidandel, Rosa Maria Vicari
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Ontologies, Knowledge Representation and Reasoning / Chapter 1：
Ontological Primitives for Visual Knowledge / Alexandre Lorenzatti ; Mara Abel ; Sandro Rama Fiorini ; Ariane Kravczyk Bernardes ; Claiton Marion dos Santos Scherer
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories / Clarissa Castellã Xavier ; Vera Lucia Strube de Lima
Ontology Reasoning in Agent-Oriented Programming / Claudio Fuzitaki, Álvaro Moreira ; Renata Vieira
System Design Modification with Actions / Maria Viviane de Menezes ; Silvio do Lago Pereira ; Leliane Nunes de Barros
Learning Terminologies in Probabilistic Description Logics / Kate Revoredo ; José Eduardo Ochoa-Luna ; Fabio Gagliardi Cozman
Knowledge-Based System for the Maintenance Registration and Consistency among UML Diagrams / Cleverton Ferreira Borba ; Ana Estela Antunes da Silva
Semantic Mapping with a Probabilistic Description Logic / Rodrigo Polastro ; Fabiano Corrêa ; Fabio Cozman ; Jun Okamoto
Markov Decision Processes from Colored Petri Nets / Monica Góes Eboli
Machine Learning / Chapter 2：
Incremental Learning of Multivariate Gaussian Mixture Models / Paulo Martins Engel ; Milton Roberto Heinen
Bayesian Network Structure Inference with an Hierarchical Bayesian Model / Adriano Velasque Werhli
Autonomous Agents and Multiagent Systems / Chapter 3：
On the Construction of Synthetic Characters with Personality and Emotion / Ary Fagundes Bressane Neto ; Flávio Soares Corrêa da Silva
Towards Automated Trading Based on Fundamentalist and Technical Data / Carlos Henrique Dejavite Araújo ; Paulo André Lima de Castro
Developing a Consciousness-Based Mind for an Artificial Creature / Ricardo-Capitanio Martins da Silva ; Ricardo Ribeiro Gudwin
Simulating the Emergence of Social Relationship Networks in Groups of Believable Agents: The X-BARIM Model / Pablo Barbosa ; Danielle Silva ; Geber Ramalho ; Patricia Tedesco
Using Jason to Develop Normative Agents / Baldoino Fonseca dos Santos Neto ; Viviane Torres da Silva ; Carlos José Pereira de Lucena
Improving Space Representation in Multiagent Learning via Tile Coding / Samuel Justo Waskow ; Ana Lúcia Cetertich Bazzan
Natural Language Processing / Chapter 4：
Factored Translation between Brazilian Portuguese and English / Helena de Medeiros Caseli ; Israel Aono Nunes
Question Answering for Portuguese: How Much Is Needed? / Rodrigo Wilkens ; Aline Villavicencio
Planning and Scheduling / Chapter 5：
Planning for Multi-robot Localization / Paulo Pinheiro ; Jacques Wainer
Symbolic Bounded Real-Time Dynamic Programming / Karina Valdivia Delgado ; Cheng Fang ; Scott Sanner
An Adaptive Genetic Algorithm to the Single Machine Scheduling Problem with Earliness and Tardiness Penalties / Fábio Fernandes Ribeiro ; Marcone Jamilson Freitas Souza ; Sérgio Ricardo de Souza
A Dijkstra Algorithm for Fixed-Wing UAV Motion Planning Terrain Elevation / Felipe Leonardo Lôbo Medeiros ; José Demisio Simões da Silva
Feasible UAV Path Planning Using Genetic Algorithms and Bézier Curves / Douglas Guimarães Macharet ; Armando Alves Neto ; Mario Fernando Montenegro Campos
Constraints and Search / Chapter 6：
High-Level Modeling of Component-Based CSPs / Raphaël Chenouard ; Laurent Granvilliers ; Ricardo Soto
Improving the Distributed Constraint Optimization Using Social Network Analysis / Allan Rodrigo Leite ; André Pinz Borges ; Laércio Martins Carpes ; Fabrício Enembreck
Logics for AI / Luis Henrique Oliveira Rios ; Luiz ChaimowiczChapter 7：
A Sequent Calculus for 3-Dimensional Space / Norihiro Kamide
Intuitionistic Fuzzy Probability / Claudilene Gomes Da Costa ; Benjamin Callejas Bedregal ; Adrião Duarte Doria Neto
A Proof System for Temporal Reasoning with Sequential Information
A Refuted Conjecture on Probabilistic Satisfiability / Marcelo Finger ; Glauber De Bona
A Logic for Conceptual Hierarchies
Author Index
Ontologies, Knowledge Representation and Reasoning / Chapter 1：
Ontological Primitives for Visual Knowledge / Alexandre Lorenzatti ; Mara Abel ; Sandro Rama Fiorini ; Ariane Kravczyk Bernardes ; Claiton Marion dos Santos Scherer
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories / Clarissa Castellã Xavier ; Vera Lucia Strube de Lima
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48. Logic for Programming, Artificial Intelligence, and Reasoning
Christian G. Ferm?ller, Takeo Kanade, Andrei Voronkov
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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The Complexity of Partial-Observation Parity Games (Invited Talk) / Krishnendu Chatterjee ; Laurent Doyen
Awareness in Games, Awareness in Logic (Invited Talk) / Joseph Y. Halpern
Human and Unhuman Commonsense Reasoning (Invited Talk) / Michael J. Maher
Gödel Logics - A Survey (Invited Tutorial) / Norbert Preining
Tableau Calculus for the Logic of Comparative Similarity over Arbitrary Distance Spaces / Régis Alenda ; Nicola Olivetti
Extended Computation Tree Logic / Roland Axelsson ; Matthew Hague ; Stephan Kreutzer ; Martin Lange ; Markus Latte
Using Causal Relationships to Deal with the Ramification Problem in Action Formalisms Based on Description Logics / Franz Baader ; Marcel Lippmann ; Hongkai Liu
SAT Encoding of Unification in ?L / Barbara Morawska
Generating Combinatorial Test Cases by Efficient SAT Encodings Suitable for CDCL SAT Solvers / Mutsunori Banbara ; Haruki Matsunaka ; Naoyuki Tamura ; Katsumi Inoue
Generating Counterexamples for Structural Inductions by Exploiting Nonstandard Models / Jasmin Christian Blanchette ; Koen Claessen
Characterising Space Complexity Classes via Knuth-Bendix Orders / Guillaume Bonfante ; Georg Moser
Focused Natural Deduction / Taus Brock-Nannestad ; Carsten Schürmann
How to Universally Close the Existential Rule / Kai Brünnler
On the Complexity of the Bernays-Schönfinkel Class with Datalog / Witold Charatonik ; Piotr Witkowski
Magically Constraining the Inverse Method Using Dynamic Polarity Assignment / Kaustuv Chaudhuri
Lazy Abstraction for Size-Change Termination / Michael Codish ; Carsten Fuhs ; Jürgen Giesl ; Peter Schneider-Kamp
A Syntactical Approach to Qualitative Constraint Networks Merging / Jean-François Condotta ; Souhila Kaci ; Pierre Marquis ; Nicolas Schwind
On the Satisfiability of Two-Variable Logic over Data Words / Claire David ; Leonid Libkin ; Tony Tan
Generic Methods for Formalising Sequent Calculi Applied to Provability Logic / Jeremy E. Dawson ; Rajeev Goré
Characterising Probabilistic Processes Logically (Extended Abstract) / Yuxin Deng ; Rob van Glabbeek
fCube: An Efficient Prover for Intuitionistic Propositional Logic / Mauro Ferrari ; Camillo Fiorentini ; Guido Fiorino
Superposition-Based Analysis of First-Order Probabilistic Timed Automata / Arnaud Fietzke ; Holger Hermanns ; Christoph Weidenbach
A Nonmonotonic Extension of KLM Preferential Logic P / Laura Giordano ; Valentina Gliozzi ; Gian Luca Pozzato
On Strong Normalization of the Calculus of Constructions with Type-Based Termination / Benjamin Grégoire ; Jorge Luis Sacchini
Aligators for Arrays (Tool Paper) / Thomas A. Henzinger ; Thibaud Hottelier ; Laura Kovács ; Audrey Rybalchenko
Clause Elimination Procedures for CNF Formulas / Marijn Heule ; Matti Järvisalo ; Armin Biere
Partitioning SAT Instances for Distributed Solving / Antti E.J. Hyvärinen ; Tommi Junttila ; Ilkka Niemelä
Infinite Families of Finite String Rewriting Systems and Their Confluence / Jean-Pierre Jouannaud ; Benjamin Monate
Polite Theories Revisited / Dejan Jovanovic ; Clark Barrett
Clausal Graph Tableaux for Hybrid Logic with Eventualities and Difference / Mark Kaminski ; Gert Smolka
The Consistency of the CADIAG-2 Knowledge Base: A Probabilistic Approach / Pavel Klinov ; Bijan Parsia ; David Picado-Muiño
On the Complexity of Model Expansion / Antonina Kolokolova ; Yongmei Liu ; David Mitchell ; Eugenia Ternovska
Labelled Unit Superposition Calculi for Instantiation-Based Reasoning / Konstantin Korovin ; Christoph Sticksel
Boosting Loral Search Thanks to CDCL / Gilles Audemard ; Jean-Marie Lagniez ; Bertrand Mazure ; Lakhdar Saïs
Interpolating Quantifier-Free Presburger Arithmetic / Daniel Kroening ; Jérôme Leroux ; Philipp Rümmer
Variable Compression in ProbLog / Theofrastos Mantadelis ; Gerda Janssens
Improving Resource-Unaware SAT Solvers / Steffen Hölldobler ; Norbert Manthey ; Ari Saptawijaya
Expansion Nets: Proof-Nets for Propositional Classical Logic / Richard McKinley
Revisiting Matrix Interpretations for Polynomial Derivational Complexity of Term Rewriting / Friedrich Neurauter ; Harald Zankl ; Aart Middeldorp
An Isabelle-Like Procedural Mode for HOL Light / Petros Papapanagiotou ; Jacques Fleuriot
Bottom-Up Tree Automata with Term Constraints / Andreas Reu? ; Helmut Seidl
Constructors, Sufficient Completeness, Deadlock Freedom of Rewrite Theories / Camilo Rocha ; José Meseguer
PBINT, A Logic for Modelling Search Problems Involving Arithmetic / Shahab Tasharrofi
Resolution for Stochastic Boolean Satisfiability / Tino Teige ; Martin Fränzle
Symbolic Automata Constraint Solving / Margus Veanes ; Nikolaj Bjørner ; Leonardo de Moura
Author Index
The Complexity of Partial-Observation Parity Games (Invited Talk) / Krishnendu Chatterjee ; Laurent Doyen
Awareness in Games, Awareness in Logic (Invited Talk) / Joseph Y. Halpern
Human and Unhuman Commonsense Reasoning (Invited Talk) / Michael J. Maher
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49. Modeling Decisions for Artificial Intelligence
Vicen? Torra, Marc Daumas, Takeo Kanade, Yasuo Narukawa
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Invited Papers
Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals / Didier Dubois
User Privacy in Web Search / Josep Domingo-Ferrer
A Bibliometric Index Based on Collaboration Distances / Maria Bras-Amorós ; Vicenç Torra
Regular Papers
Aggregation Operators and Decision Making
Measuring the Influence of the kth Largest Variable on Functions over the Unit Hypercube / Jean-Luc Marichal ; Pierre Mathonet
Measuring the Interactions among Variables of Functions over the Unit Hypercube
Weighted Quasi-arithmetic Means and Conditional Expectations / Yuji Yoshida
Modelling Group Decision Making Problems in Changeable Conditions / Ignacio J. Pérez ; Sergio Alonso ; Francisco J. Cabrerizo ; Enrique Herrera-Viedma
Individual Opinions-Based Judgment Aggregation Procedures / Farah Benamara ; Souhila Kaci ; Gabriella Pigozzi
Aggregation of Bounded Fuzzy Natural Number-Valued Multisets / Jaume Casasnovas ; J. Vicente Riera
Sugeno Utility Functions I: Axiomatizations / Miguel Couceiro ; Tamás Waldhauser
Sugeno Utility Functions II: Factorizations
Managing Information Fusion with Formal Concept Analysis / Zainab Assaghir ; Mehdi Kaytoue ; Amedeo Napoli ; Henri Prade
Clustering and Similarity
Indefinite Kernel Fuzzy c-Means Clustering Algorithms / Yuchi Kanzawa ; Yasunori Endo ; Sadaaki Miyamoto
Algorithms in Sequential Fuzzy Regression Models Based on Least Absolute Deviations / Hengjin Tang
A Generalized Approach to the Suppressed Fuzzy c-Means Algorithm / László Szilágyi ; Sándor M. Szilágyi ; Csilla Kiss
Semi-supervised Agglomerative Hierarchical Clustering Using Clusterwise Tolerance Based Pairwise Constraints / Yukihiro Hamasuna
Computational Intelligence
Gallbladder Segmentation in 2-D Ultrasound Images Using Deformable Contour Methods / Marcin Ciecholewski
Pattern Mining on Stars with FP-Growth / Andreia Silva ; Cláudia Antunes
A Computational Intelligence Based Framework for One-Subsequence-Ahead Forecasting of Nonstationary Time Series / Vasile Georgescu
Non-hierarchical Clustering of Decision Tables toward Rough Set-Based Group Decision Aid / Masahiro Inuiguchi ; Ryuta Enomoto ; Yoshifumi Kusunoki
Revisiting Natural Actor-Critics with Value Function Approximation / Matthieu Geist ; Olivier Pietquin
Cost-Continuty Model for Web Search / David F. Nettleton ; Joan Codina
An Enhanced Framework of Subjective Logic for Semantic Document Analysis / Sukanya Manna ; B. Sumudu. U. Mendis ; Tom Gedeon
Data Privacy
Ontology-Based Anonymization of Categorical Values / Sergio Martínez ; David Sánchez ; Aida Valls
Rational Privacy Disclosure in Social Networks
Towards Semantic Microaggregation of Categorical Data for Confidential Documents / Daniel Abril ; Guillermo Navarro-Arribas
Using Classification Methods to Evaluate Attribute Disclosure Risk / Jordi Nin ; Javier Herranz
A Misleading Attack against Semi-supervised Learning for Intrusion Detection / Fangzhou Zhu ; Jun Long ; Wentao Zhao ; Zhiping Cai
Author Index
Invited Papers
Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals / Didier Dubois
User Privacy in Web Search / Josep Domingo-Ferrer
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50. Coordination, Organizations, Institutions, and Norms in Agent Systems VI
Marina Vos, Nicoletta Fornara, Takeo Kanade, Jeremy V. Pitt, George Vouros
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Normative System Design and Modelling / Topic 1：
Rational Strategies for Norm Compliance in the n-BDI Proposal / Natalia Criado ; Estefania Argente ; Vicent Botti
Generating Executable Multi-agent System Prototypes from SONAR Specifications / Michael Köhler-Bu?meier ; Matthias Wester-Ebbinghaus ; Daniel Moldt
Modeling Norms in Multi-agent Systems with NormML / Karen da Silva Figueiredo ; Viviane Torres da Silva ; Christiano de Oliveira Braga
Building Reputation-Based Agreements: Collective Opinions as Information Sources / Roberto Centeno ; Ramón Hermoso
Norm Refinement and Design through Inductive Learning / Domenico Corapi ; Marina De Vos ; Julian Padget ; Alessandra Russo ; Ken Satoh
Using a Normative Framework to Explore the Prototyping of Wireless Grids / Tina Balke ; Frank Fitzek
Social Aspects / Topic 2：
Towards a Model of Social Coherence in Multi-agent Organizations / Erich Martínez ; Ivan Kwiatkowski ; Philippe Pasquier
Shared Mental Models / Catholijn M. Jonker ; M. Birna van Riemsdijk ; Bas Vermeulen
Group Intention Is Social Choice with Commitment / Guido Boella ; Gabriella Pigozzi ; Marija Slavkovik ; Leendert van der Torre
The Fundamental Principle of Coactive Design: Interdependence Must Shape Autonomy / Matthew Johnson ; Jeffrey M. Bradshaw ; Paul J. Feltovich ; Birna van Riemsdijk ; Maarten Sierhuis
A Probabilistic Mechanism for Agent Discovery and Pairing Using / Domain-Specific Data ; Dimitris Traskas ; John Tansley
An Adherence Support Framework for Service Delivery in Customer / Life Cycle Management ; Leelani Kumari Wickramasinghe ; Christian Guttmann ; Michael Georgeff ; Ian Thomas ; Heinz Schmidt
Norms at Run-Time: Learning and Enforcing / Topic 3：
Norm Diversity and Emergence in Tag-Based Cooperation / Nathan Griffiths ; Michael Luck
Norm Enforceability in Electronic Institutions? / Antonio Garrido ; Juan A. Gimeno ; Francesc Igual ; Vicente Botti ; Pablo Noriega ; Adriana Giret
Initial Steps Towards Run-Time Support for Norm-Governed Systems / Visara Urovi ; Stefano Bromuri ; Kostas Stathis ; Alexander Artikis
Identifying Conditional Norms in Multi-agent Societies / Bastin Tony Roy Savarirmuthu ; Stephen Cranefield ; Maryam A. Purvis ; Martin K. Purvis
Using a Two-Level Multi-Agent System Architecture / Jordi Campos ; Maite Lopez-Sanchez ; Marc Esteva
Normative Monitoring: Semantics and Implementation / Sergio Alvarez-Napagao ; Huib Aldewereld ; Javier Vázquez-Salceda ; Frank Dignum
Learning from Experience to Generate New Regulations / Jan Koeppen ; Javier Morales
Controlling Multi-party Interaction within Normative Multi-agent Organizations / Olivier Boissier ; Flavien Balbo ; Fabien Badeig
Author Index
Normative System Design and Modelling / Topic 1：
Rational Strategies for Norm Compliance in the n-BDI Proposal / Natalia Criado ; Estefania Argente ; Vicent Botti
Generating Executable Multi-agent System Prototypes from SONAR Specifications / Michael Köhler-Bu?meier ; Matthias Wester-Ebbinghaus ; Daniel Moldt
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51. Inductive Logic Programming
Paolo Frasconi, Takeo Kanade, Francesca A. Lisi
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Abstracts of Invited Talks
Rule Interchange Format: Logic Programming's Second Wind? / Michael Kifer
Practical Probabilistic Programming / Avi Pfeffer
Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale / David Poole
Research Papers
Learning Multi-class Theories in ILP / Tarek Abudawood ; Peter A. Flach
A Numerical Refinement Operator Based on Multi-Instance Learning / Erick Alphonse ; Tobias Girschick ; Fabian Buchwald ; Stefan Kramer
Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses / Laura Antanas ; Martijn van Otterlo ; José Oramas M ; Tinne Tuytelaars ; Luc De Raedt
Approximate Inference for Logic Programs with Annotated Disjunctions / Stefano Bragaglia ; Fabrizio Riguzzi
Approximate Bayesian Computation for the Parameters of PRISM Programs / James Cussens
Probabilistic Rule Learning / Ingo Thon
Interactive Discriminative Mining of Chemical Fragments / Nuno A. Fonseca ; Max Pereira ; V&itor Santos Costa ; Rui Camacho
MMRF for Proteome Annotation Applied to Human Protein Disease Prediction / Beatriz García-Jiménez ; Agapito Ledezma ; Araceli Sanchis
Extending ProbLog with Continuous Distributions / Bemid Gutmann ; Manfred Jaeger
Multivariate Prediction for Learning on the Semantic Web / Yi Huang ; Volker Tresp ; Markus Bundschus ; Achim Rettinger ; Hans-Peter Kriegel
Learning Action Descriptions of Opponent Behaviour in the Robocup 2D Simulation Environment / Alberto Illobre ; Jorge Gonzalez ; Ramon Otero ; Jose Santos
Hypothesizing about Causal Networks with Positive and Negative Effects by Meta-level Abduction / Katsumi Inoue ; Andrei Doncescu ; Hidetomo Nabeshima
BET: An Inductive Logic Programming Workbench / Srihari Kalgi ; Chirag Gosar ; Prasad Gawde ; Ganesh Ramakrishnan ; Kekin Gada ; Chander Iyer ; T.V.S. Kiran ; Ashwin Srinivasan
Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples / Onediej Kuzelka ; Filip zelezný
Learning Discriminant Rules as a Minimal Saturation Search / Matthieu Lopez ; Lionel Martin ; Christel Vrain
Variation of Background Knowledge in an Industrial Application of ILP / Stephen H. Muggleton ; Jianzhong Chen ; Hiroaki Watanabe ; Stuart J. Dunbar ; Charles Baxter ; Richard Currie ; José Domingo Salazar ; Jan Taubert ; Michael J.E. Sternberg
Pruning Search Space for Weighted First Order Horn Clause Satisfiability / Naveen Nair ; Anandraj Govindan ; hander Jayaraman
Multi-relational Pattern Mining Based-on Combination of Properties with Preserving Their Structure in Examples / Yusuke Nakano ; Nobuhiro Inuzuka
Learning from Noisy Data Using a Non-covering ILP Algorithm / Andrej Oblak ; Ivan Bratko
Can HOLL Outperform FOLL? / Niels Pahlavi ; Stephen Muggleton
Incremental Learning of Relational Action Models in Noisy Environments / Christophe Rodrigues ; Pierre Gérard ; Céline Rouveirol
When Does It Pay Off to Use Sophisticated Entailment Engines in ILP? / José Santos
Stochastic Refinement / Alireza Tamaddoni-Nezhad
Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection / David Vaz ; Vítor Santos Costa ; Michel Ferreira
Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge / Trevor Walker ; Ciaran O'Reilly ; Gautam Kunapuli ; Sriraam Natarajan ; Richard Maclin ; David Page ; Jude Shavlik
Speeding Up Planning through Minimal Generalizations of Partially Ordered Plans / Radomír Cernoch ; Filip Zelezný
Author Index
Abstracts of Invited Talks
Rule Interchange Format: Logic Programming's Second Wind? / Michael Kifer
Practical Probabilistic Programming / Avi Pfeffer
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52. Recent Advances in Reinforcement Learning
David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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Invited Talk Abstracts
Invited Talk: UCRL and Autonomous Exploration / Peter Auer
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning / Kristian Kersting
Invited Talk: PRISM-Practical RL: Representation, Interaction, Synthesis, and Mortality / Peter Stone
Invited Talk: Towards Robust Reinforcement Learning Algorithms / Csaba Szepesvári
Online Reinforcement Learning
Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits / Francis Maes ; Louis Wehenkel ; Damien Ernst
Goal-Directed Online Learning of Predictive Models / Sylvie C. W. Ong ; Yuri Grinberg ; Joelle Pineau
Gradient Based Algorithms with Loss Functions and Kernels for Improved On-Policy Control / Matthew Robards ; Peter Sunehag
Learning and Exploring MDPs
Active Learning of MDP Models / Mauricio Araya-López ; Olivier Buffet ; Vincent Thomas ; François Charpillet
Handling Ambiguous Effects in Action Learning / Boris Lesner ; Bruno Zanuttini
Feature Reinforcement Learning in Practice / Phuong Nguyen ; Marcus Hutter
Function Approximation Methods for Reinforcement Learning
Reinforcement Learning with a Bilinear Q Function / Charles Elkan
l1-Penalized Projected Bellman Residual / Matthieu Geist ; Bruno Scherrer
Regularized Least Squares Temporal Difference Learning with Nested l2 and l1 Penalization / Matthew W. Hoffman ; Alessandro Lazaric ; Mohammad Ghavamzadeh ; Rémi Munos
Recursive Least-Squares Learning with Eligibility Traces
Value Function Approximation through Sparse Bayesian Modeling / Nikolaos Tziortziotis ; Konstantinos Blekas
Macro-actions in Reinforcement Learning
Automatic Construction of Temporally Extended Actions for MDPs Using Bisimulation Metrics / Pablo Samuel Castro ; Doina Precup
Unified Inter and Intra Options Learning Using Policy Gradient Methods / Kfir Y. Levy ; Nahum Shimkin
Options with Exceptions / Munu Sairamesh ; Balaraman Ravindran
Policy Search and Bounds
Robust Bayesian Reinforcement Learning through Tight Lower Bounds / Christos Dimitrakakis
Optimized Look-ahead Tree Search Policies
A Framework for Computing Bounds for the Return of a Policy / Cosmin Paduraru
Multi-Task and Transfer Reinforcement Learning
Transferring Evolved Reservoir Features in Reinforcement Learning Tasks / Kyriakos C. Chatzidimitriou ; Ioannis Partalas ; Pericles A. Mitkas ; Ioannis Vlahavas
Transfer Learning via Multiple Inter-task Mappings / Anestis Fachantidis ; Matthew E. Taylor
Multi-Task Reinforcement Learning: Shaping and Feature Selection / Matthijs Snel ; Shimon Whiteson
Multi-Agent Reinforcement Learning
Transfer Learning in Multi-Agent Reinforcement Learning Domains / Georgios Boutsioukis
An Extension of a Hierarchical Reinforcement Learning Algorithm for Multiagent Settings / Ioannis Lambrou ; Vassilis Vassiliades ; Chris Christodoulou
Apprenticeship and Inverse Reinforcement Learning
Bayesian Multitask Inverse Reinforcement Learning / Constantin A. Rothkopf
Batch, Off-Policy and Model-Free Apprenticeship Learning / Edouard Klein ; Olivier Pietquin
Real-World Reinforcement Learning
Introduction of Fixed Mode States into Online Profit Sharing and Its Applications to Waist Trajectory Generation of Biped Robot / Seiya Kuroda ; Kazuteru Miyazaki ; Hiroaki Kobayashi
MapReduce for Parallel Reinforcement Learning / Yuxi Li ; Dale Schuurmans
Compound Reinforcement Learning: Theory and an Application to Finance / Tohgoroh Matsui ; Takashi Goto ; Kiyoshi Izumi ; Yu Chen
Proposal and Evaluation of the Active Course Classification Support System with Exploitation-Oriented Learning / Masaaki Ida
Author Index
Invited Talk Abstracts
Invited Talk: UCRL and Autonomous Exploration / Peter Auer
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning / Kristian Kersting
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53. Advances in Artificial Intelligence - SBIA 2012
David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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Knowledge Representation / Chapter 1：
On the Development of a Formal Methodology for Knowledge Representation in Defeasible Logic Programming / Alejandro G. Stankevicius ; Marcela Capobianco
A Framework for Empirical Evaluation of Belief Change Operators / Renato U. Lundberg ; Márcio M. Ribeiro ; Renata Wassermann
Sensorimotor Domain Approach for Artificial Autonomous Cognitive Development / Mauro E.S. Muñoz ; Márcio Lobo Netto
A Service-Oriented Architecture for Assisting the Authoring of Semantic Crowd Maps / Henrique Santos ; Vasco Furiado
User-Centric Principles in Automated Decision Making / Ingrid Nunes ; Simon Miles ; Michael Luck ; Carlos J.P. de Lucena
Machine Learning / Chapter 2：
Wearable Computing: Accelerometers' Data Classification of Body Postures and Movements / Wallace Ugulino ; Débora Cardador ; Katia Vega ; Eduardo Velloso ; Ruy Milidiú ; Hugo Fuks
Density-Based Pattern Discovery in Distributed Time Series / Josenildo C. da Silva ; Gustavo H.B. Oliveira ; Omar A.C. Cortes ; Matthias Klusch
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain / Newton Spolaôr ; Everton Alvares Cherman ; Maria Carolina Monard ; Huei Diana Lee
Automatic Analysis of Leishmania Infected Microscopy Images via Gaussian Mixture Models / Pedro A. Nogueira ; Luís Filipe Teófilo
Link Prediction in Complex Networks Based on Cluster Information / Jorge Carlos Valverde-Rebaza ; Alneu de Andrade Lopes
A Parallel Approach to Clustering with Ant Colony Optimization / Guilherme N. Ramos
On the Use of Consensus Clustering for Incremental Learning of Topic Hierarchies / Ricardo M. Marcacini ; Eduardo R. Hruschka ; Solange O. Rezende
Machine Learning and Computer Vision / Chapter 3：
Image Retrieval by Content Based on a Visual Attention Model and Genetic Algorithms / Milton Roberto Heinen ; Paulo Martins Engel
A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series / Willian Zalewski ; Fabiano Silva ; Feng Chung Wu ; André Gustavo Maletzke
Multi Agent Systems / Chapter 4：
Orchestrating Multiagent Learning of Penalty Games / Ana L. C. Bazzan
An Architectural Model for Autonomous Normative Agents / Baldoino F. dos Santos Neto ; Viviane Torres da Silva
A Coalition Formation Mechanism for Trust and Reputation-Aware Multi-Agent Systems / Bruno W.P. Hoelz ; Célia Ghedini Ralha
Profile Recommendation in Communities of Practice Based on Multiagent Systems / João Luis Tavares da Silva ; Sidinei D. Lubenow ; Alexandre M. Ribeiro
Robotic and Language / Chapter 5：
Knowledge-Intensive Word Disambiguation via Common-Sense and Wikipedia / Vládia Pinheiro ; Vasco Furtado ; Lívio Melo Freire ; Caio Ferreira
Context-Sensitive ASR for Controlling the Navigation of Mobile Robots / Gabriel Ferreira Araújo ; Hendrik Teixeira Macedo
An Evaluation of the Model of Stigmergy in a RoboCup Rescue Multiagent System / Gabriel Rigo da Cruz Jacobsen ; Carlos A. Barth ; Fernando dos Santos
Constraints / Chapter 6：
An Ecology-Based Heterogeneous Approach for Cooperative Search / Rafael Stubs Parpinelli ; Heitor Silvério Lopes
Providing Trade-Off Techniques Subsets to Improve Software Testing Effectiveness: Using Evolutionary Algorithm to Support Software Testing Techniques Selection by a Web Tool / Aurélio da Silva Grande ; Arilo Claudio Dias Neto ; Rosiane de Freitas Rodrigues
Author Index
Knowledge Representation / Chapter 1：
On the Development of a Formal Methodology for Knowledge Representation in Defeasible Logic Programming / Alejandro G. Stankevicius ; Marcela Capobianco
A Framework for Empirical Evaluation of Belief Change Operators / Renato U. Lundberg ; Márcio M. Ribeiro ; Renata Wassermann
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54. Coordination, Organizations, Institutions, and Norms in Agent Systems VI
Marina Vos, Nicoletta Fornara, Takeo Kanade, Jeremy V. Pitt, George Vouros
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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目次情報: 続きを見る
Normative System Design and Modelling / Topic 1：
Rational Strategies for Norm Compliance in the n-BDI Proposal / Natalia Criado ; Estefania Argente ; Vicent Botti
Generating Executable Multi-agent System Prototypes from SONAR Specifications / Michael Köhler-Bu?meier ; Matthias Wester-Ebbinghaus ; Daniel Moldt
Modeling Norms in Multi-agent Systems with NormML / Karen da Silva Figueiredo ; Viviane Torres da Silva ; Christiano de Oliveira Braga
Building Reputation-Based Agreements: Collective Opinions as Information Sources / Roberto Centeno ; Ramón Hermoso
Norm Refinement and Design through Inductive Learning / Domenico Corapi ; Marina De Vos ; Julian Padget ; Alessandra Russo ; Ken Satoh
Using a Normative Framework to Explore the Prototyping of Wireless Grids / Tina Balke ; Frank Fitzek
Social Aspects / Topic 2：
Towards a Model of Social Coherence in Multi-agent Organizations / Erich Martínez ; Ivan Kwiatkowski ; Philippe Pasquier
Shared Mental Models / Catholijn M. Jonker ; M. Birna van Riemsdijk ; Bas Vermeulen
Group Intention Is Social Choice with Commitment / Guido Boella ; Gabriella Pigozzi ; Marija Slavkovik ; Leendert van der Torre
The Fundamental Principle of Coactive Design: Interdependence Must Shape Autonomy / Matthew Johnson ; Jeffrey M. Bradshaw ; Paul J. Feltovich ; Birna van Riemsdijk ; Maarten Sierhuis
A Probabilistic Mechanism for Agent Discovery and Pairing Using / Domain-Specific Data ; Dimitris Traskas ; John Tansley
An Adherence Support Framework for Service Delivery in Customer / Life Cycle Management ; Leelani Kumari Wickramasinghe ; Christian Guttmann ; Michael Georgeff ; Ian Thomas ; Heinz Schmidt
Norms at Run-Time: Learning and Enforcing / Topic 3：
Norm Diversity and Emergence in Tag-Based Cooperation / Nathan Griffiths ; Michael Luck
Norm Enforceability in Electronic Institutions? / Antonio Garrido ; Juan A. Gimeno ; Francesc Igual ; Vicente Botti ; Pablo Noriega ; Adriana Giret
Initial Steps Towards Run-Time Support for Norm-Governed Systems / Visara Urovi ; Stefano Bromuri ; Kostas Stathis ; Alexander Artikis
Identifying Conditional Norms in Multi-agent Societies / Bastin Tony Roy Savarirmuthu ; Stephen Cranefield ; Maryam A. Purvis ; Martin K. Purvis
Using a Two-Level Multi-Agent System Architecture / Jordi Campos ; Maite Lopez-Sanchez ; Marc Esteva
Normative Monitoring: Semantics and Implementation / Sergio Alvarez-Napagao ; Huib Aldewereld ; Javier Vázquez-Salceda ; Frank Dignum
Learning from Experience to Generate New Regulations / Jan Koeppen ; Javier Morales
Controlling Multi-party Interaction within Normative Multi-agent Organizations / Olivier Boissier ; Flavien Balbo ; Fabien Badeig
Author Index
Normative System Design and Modelling / Topic 1：
Rational Strategies for Norm Compliance in the n-BDI Proposal / Natalia Criado ; Estefania Argente ; Vicent Botti
Generating Executable Multi-agent System Prototypes from SONAR Specifications / Michael Köhler-Bu?meier ; Matthias Wester-Ebbinghaus ; Daniel Moldt
55.

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55. Advances in Artificial Intelligence - SBIA 2012
David Hutchison, Takeo Kanade, Marcos Castilho, Marcelo Finger, Gustavo Alberto Giménez Lugo, Aurora T. R. Pozo
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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Knowledge Representation / Chapter 1：
On the Development of a Formal Methodology for Knowledge Representation in Defeasible Logic Programming / Alejandro G. Stankevicius ; Marcela Capobianco
A Framework for Empirical Evaluation of Belief Change Operators / Renato U. Lundberg ; Márcio M. Ribeiro ; Renata Wassermann
Sensorimotor Domain Approach for Artificial Autonomous Cognitive Development / Mauro E.S. Muñoz ; Márcio Lobo Netto
A Service-Oriented Architecture for Assisting the Authoring of Semantic Crowd Maps / Henrique Santos ; Vasco Furiado
User-Centric Principles in Automated Decision Making / Ingrid Nunes ; Simon Miles ; Michael Luck ; Carlos J.P. de Lucena
Machine Learning / Chapter 2：
Wearable Computing: Accelerometers' Data Classification of Body Postures and Movements / Wallace Ugulino ; Débora Cardador ; Katia Vega ; Eduardo Velloso ; Ruy Milidiú ; Hugo Fuks
Density-Based Pattern Discovery in Distributed Time Series / Josenildo C. da Silva ; Gustavo H.B. Oliveira ; Omar A.C. Cortes ; Matthias Klusch
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain / Newton Spolaôr ; Everton Alvares Cherman ; Maria Carolina Monard ; Huei Diana Lee
Automatic Analysis of Leishmania Infected Microscopy Images via Gaussian Mixture Models / Pedro A. Nogueira ; Luís Filipe Teófilo
Link Prediction in Complex Networks Based on Cluster Information / Jorge Carlos Valverde-Rebaza ; Alneu de Andrade Lopes
A Parallel Approach to Clustering with Ant Colony Optimization / Guilherme N. Ramos
On the Use of Consensus Clustering for Incremental Learning of Topic Hierarchies / Ricardo M. Marcacini ; Eduardo R. Hruschka ; Solange O. Rezende
Machine Learning and Computer Vision / Chapter 3：
Image Retrieval by Content Based on a Visual Attention Model and Genetic Algorithms / Milton Roberto Heinen ; Paulo Martins Engel
A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series / Willian Zalewski ; Fabiano Silva ; Feng Chung Wu ; André Gustavo Maletzke
Multi Agent Systems / Chapter 4：
Orchestrating Multiagent Learning of Penalty Games / Ana L. C. Bazzan
An Architectural Model for Autonomous Normative Agents / Baldoino F. dos Santos Neto ; Viviane Torres da Silva
A Coalition Formation Mechanism for Trust and Reputation-Aware Multi-Agent Systems / Bruno W.P. Hoelz ; Célia Ghedini Ralha
Profile Recommendation in Communities of Practice Based on Multiagent Systems / João Luis Tavares da Silva ; Sidinei D. Lubenow ; Alexandre M. Ribeiro
Robotic and Language / Chapter 5：
Knowledge-Intensive Word Disambiguation via Common-Sense and Wikipedia / Vládia Pinheiro ; Vasco Furtado ; Lívio Melo Freire ; Caio Ferreira
Context-Sensitive ASR for Controlling the Navigation of Mobile Robots / Gabriel Ferreira Araújo ; Hendrik Teixeira Macedo
An Evaluation of the Model of Stigmergy in a RoboCup Rescue Multiagent System / Gabriel Rigo da Cruz Jacobsen ; Carlos A. Barth ; Fernando dos Santos
Constraints / Chapter 6：
An Ecology-Based Heterogeneous Approach for Cooperative Search / Rafael Stubs Parpinelli ; Heitor Silvério Lopes
Providing Trade-Off Techniques Subsets to Improve Software Testing Effectiveness: Using Evolutionary Algorithm to Support Software Testing Techniques Selection by a Web Tool / Aurélio da Silva Grande ; Arilo Claudio Dias Neto ; Rosiane de Freitas Rodrigues
Author Index
Knowledge Representation / Chapter 1：
On the Development of a Formal Methodology for Knowledge Representation in Defeasible Logic Programming / Alejandro G. Stankevicius ; Marcela Capobianco
A Framework for Empirical Evaluation of Belief Change Operators / Renato U. Lundberg ; Márcio M. Ribeiro ; Renata Wassermann
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56. Advances in Artificial Intelligence – SBIA 2010
Antônio Carlos Rocha Costa, Takeo Kanade, Flavio Tonidandel, Rosa Maria Vicari
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Ontologies, Knowledge Representation and Reasoning / Chapter 1：
Ontological Primitives for Visual Knowledge / Alexandre Lorenzatti ; Mara Abel ; Sandro Rama Fiorini ; Ariane Kravczyk Bernardes ; Claiton Marion dos Santos Scherer
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories / Clarissa Castellã Xavier ; Vera Lucia Strube de Lima
Ontology Reasoning in Agent-Oriented Programming / Claudio Fuzitaki, Álvaro Moreira ; Renata Vieira
System Design Modification with Actions / Maria Viviane de Menezes ; Silvio do Lago Pereira ; Leliane Nunes de Barros
Learning Terminologies in Probabilistic Description Logics / Kate Revoredo ; José Eduardo Ochoa-Luna ; Fabio Gagliardi Cozman
Knowledge-Based System for the Maintenance Registration and Consistency among UML Diagrams / Cleverton Ferreira Borba ; Ana Estela Antunes da Silva
Semantic Mapping with a Probabilistic Description Logic / Rodrigo Polastro ; Fabiano Corrêa ; Fabio Cozman ; Jun Okamoto
Markov Decision Processes from Colored Petri Nets / Monica Góes Eboli
Machine Learning / Chapter 2：
Incremental Learning of Multivariate Gaussian Mixture Models / Paulo Martins Engel ; Milton Roberto Heinen
Bayesian Network Structure Inference with an Hierarchical Bayesian Model / Adriano Velasque Werhli
Autonomous Agents and Multiagent Systems / Chapter 3：
On the Construction of Synthetic Characters with Personality and Emotion / Ary Fagundes Bressane Neto ; Flávio Soares Corrêa da Silva
Towards Automated Trading Based on Fundamentalist and Technical Data / Carlos Henrique Dejavite Araújo ; Paulo André Lima de Castro
Developing a Consciousness-Based Mind for an Artificial Creature / Ricardo-Capitanio Martins da Silva ; Ricardo Ribeiro Gudwin
Simulating the Emergence of Social Relationship Networks in Groups of Believable Agents: The X-BARIM Model / Pablo Barbosa ; Danielle Silva ; Geber Ramalho ; Patricia Tedesco
Using Jason to Develop Normative Agents / Baldoino Fonseca dos Santos Neto ; Viviane Torres da Silva ; Carlos José Pereira de Lucena
Improving Space Representation in Multiagent Learning via Tile Coding / Samuel Justo Waskow ; Ana Lúcia Cetertich Bazzan
Natural Language Processing / Chapter 4：
Factored Translation between Brazilian Portuguese and English / Helena de Medeiros Caseli ; Israel Aono Nunes
Question Answering for Portuguese: How Much Is Needed? / Rodrigo Wilkens ; Aline Villavicencio
Planning and Scheduling / Chapter 5：
Planning for Multi-robot Localization / Paulo Pinheiro ; Jacques Wainer
Symbolic Bounded Real-Time Dynamic Programming / Karina Valdivia Delgado ; Cheng Fang ; Scott Sanner
An Adaptive Genetic Algorithm to the Single Machine Scheduling Problem with Earliness and Tardiness Penalties / Fábio Fernandes Ribeiro ; Marcone Jamilson Freitas Souza ; Sérgio Ricardo de Souza
A Dijkstra Algorithm for Fixed-Wing UAV Motion Planning Terrain Elevation / Felipe Leonardo Lôbo Medeiros ; José Demisio Simões da Silva
Feasible UAV Path Planning Using Genetic Algorithms and Bézier Curves / Douglas Guimarães Macharet ; Armando Alves Neto ; Mario Fernando Montenegro Campos
Constraints and Search / Chapter 6：
High-Level Modeling of Component-Based CSPs / Raphaël Chenouard ; Laurent Granvilliers ; Ricardo Soto
Improving the Distributed Constraint Optimization Using Social Network Analysis / Allan Rodrigo Leite ; André Pinz Borges ; Laércio Martins Carpes ; Fabrício Enembreck
Logics for AI / Luis Henrique Oliveira Rios ; Luiz ChaimowiczChapter 7：
A Sequent Calculus for 3-Dimensional Space / Norihiro Kamide
Intuitionistic Fuzzy Probability / Claudilene Gomes Da Costa ; Benjamin Callejas Bedregal ; Adrião Duarte Doria Neto
A Proof System for Temporal Reasoning with Sequential Information
A Refuted Conjecture on Probabilistic Satisfiability / Marcelo Finger ; Glauber De Bona
A Logic for Conceptual Hierarchies
Author Index
Ontologies, Knowledge Representation and Reasoning / Chapter 1：
Ontological Primitives for Visual Knowledge / Alexandre Lorenzatti ; Mara Abel ; Sandro Rama Fiorini ; Ariane Kravczyk Bernardes ; Claiton Marion dos Santos Scherer
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories / Clarissa Castellã Xavier ; Vera Lucia Strube de Lima
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57. Tools for Teaching Logic
Patrick Blackburn, Hans Ditmarsch, Takeo Kanade, María Manzano, Fernando Soler-Toscano, Hans van Ditmarsch
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Teaching Argumentation Theory and Practice: The Case of 12 Angry Men / Jesús Alcolea-Banegas
E-learning and Semantic Technologies: Tools and Concepts / Enrique Alonso
CT2.0: A Collaborative Database of Examples for Teaching Informal Logic / Peter Bradley
Araucaria-PL: Software for Teaching Argumentation Theory / Katarzyna Budzynska
Teaching Logic in Philosophy / Begoña Carrascal
Organon: Learning Management System for Basic Logic Courses / Ludmila Dostalova ; Jaroslav Lang
Variables in Mathematics Education / Susanna S. Epp
Logic Training through Algorithmic Problem Solving / João F. Ferreira ; Alexandra Mendes ; Alcino Cunha ; Carlos Baquero ; Paulo Silva ; L.S. Barbosa ; J.N. Oliveira
Concrete Epistemic Modal Logic: Flatland / Olivier Gasquet ; François Schwarzentruber
Satoulouse: The Computational Power of Propositional Logic Shown to Beginners / Martin Strecker
Panda: A Proof Assistant in Natural Deduction for All. A Gentzen Style Proof Assistant for Undergraduate Students / Frangçois Schwarzentruber
The Question of the Question in Critical Thinking? / Roderic A. Girle
Adding a Dimension to Logic Diagramming / Laurence Goldstein
The Many Rewards of Putting Absolutely Everything into Introductory Logic / James M. Henle
The SELL Project: A Learning Tool for E-Learning Logic / Antonia Huertas ; Josep M. Humet ; Laura López ; Enric Mor
Ten Years of Computer-Based Tutors for Teaching Logic 2000-2010: Lessons Learned / Antonia Huertos
Logic in Action: An Open Logic Courseware Project / Jan Jaspars ; Fernando R. Velázquez-Quesada
A Teaching Tool for Proving Equivalences between Logical Formulae / Josje Lodder ; Bastiaan Heeren
Mhy Bib I Fail Logic? Dyslexia in the Teaching of Logic / Xóchitl Martínez Nava
Information-Theoretic Perspective for Teaching Logic / áng Nepomuceno-Fernández
Teaching Sound Principles about Invalidity / Carlos A. Oiler
Systematic Errors as an Input for Teaching Logic / Gladys Patau ; Ana Couló
The AProS Project: Teaching Logic to Business and Engineering Students / Moris Polanco
Using a Learner- and Teacher-Friendly Environment for Turing Machine Programming and Testing / Rein Frank ; Mart Anton
Using an Argument Ontology to Develop Pedagogical Tool suites / Chris Reed ; Simon Wells ; Mark Snaith ; John Lawrence
Visual Tools for Teaching Prepositional Logic / Aránzazu San Ginés
Ogicamente: A Virtual Learning Environment for Logic Based on
A Framework for Coping with Logically-Minded Arguments in Philosophy / Luis Adrian Urtubey
A Logic Teaching Tool Based on Tableaux for Verification and Debugging of Algorithms / Rafael del Vado Virseda ; Eva Pilar Orna ; Eduardo Berbis ; Saúl de León Guerrero
Designing an Introductory Course to Elementary Symbolic Logic within the Blackboard E-learning Environment / Frank Zenker ; Christian Gottschall ; Albert Newen ; Raphael van Riel ; Gottfried Vosgerau
Author Index
Teaching Argumentation Theory and Practice: The Case of 12 Angry Men / Jesús Alcolea-Banegas
E-learning and Semantic Technologies: Tools and Concepts / Enrique Alonso
CT2.0: A Collaborative Database of Examples for Teaching Informal Logic / Peter Bradley
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58. Inductive Logic Programming
Paolo Frasconi, Takeo Kanade, Francesca A. Lisi, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Abstracts of Invited Talks
Rule Interchange Format: Logic Programming's Second Wind? / Michael Kifer
Practical Probabilistic Programming / Avi Pfeffer
Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale / David Poole
Research Papers
Learning Multi-class Theories in ILP / Tarek Abudawood ; Peter A. Flach
A Numerical Refinement Operator Based on Multi-Instance Learning / Erick Alphonse ; Tobias Girschick ; Fabian Buchwald ; Stefan Kramer
Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses / Laura Antanas ; Martijn van Otterlo ; José Oramas M ; Tinne Tuytelaars ; Luc De Raedt
Approximate Inference for Logic Programs with Annotated Disjunctions / Stefano Bragaglia ; Fabrizio Riguzzi
Approximate Bayesian Computation for the Parameters of PRISM Programs / James Cussens
Probabilistic Rule Learning / Ingo Thon
Interactive Discriminative Mining of Chemical Fragments / Nuno A. Fonseca ; Max Pereira ; V&itor Santos Costa ; Rui Camacho
MMRF for Proteome Annotation Applied to Human Protein Disease Prediction / Beatriz García-Jiménez ; Agapito Ledezma ; Araceli Sanchis
Extending ProbLog with Continuous Distributions / Bemid Gutmann ; Manfred Jaeger
Multivariate Prediction for Learning on the Semantic Web / Yi Huang ; Volker Tresp ; Markus Bundschus ; Achim Rettinger ; Hans-Peter Kriegel
Learning Action Descriptions of Opponent Behaviour in the Robocup 2D Simulation Environment / Alberto Illobre ; Jorge Gonzalez ; Ramon Otero ; Jose Santos
Hypothesizing about Causal Networks with Positive and Negative Effects by Meta-level Abduction / Katsumi Inoue ; Andrei Doncescu ; Hidetomo Nabeshima
BET: An Inductive Logic Programming Workbench / Srihari Kalgi ; Chirag Gosar ; Prasad Gawde ; Ganesh Ramakrishnan ; Kekin Gada ; Chander Iyer ; T.V.S. Kiran ; Ashwin Srinivasan
Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples / Onediej Kuzelka ; Filip zelezný
Learning Discriminant Rules as a Minimal Saturation Search / Matthieu Lopez ; Lionel Martin ; Christel Vrain
Variation of Background Knowledge in an Industrial Application of ILP / Stephen H. Muggleton ; Jianzhong Chen ; Hiroaki Watanabe ; Stuart J. Dunbar ; Charles Baxter ; Richard Currie ; José Domingo Salazar ; Jan Taubert ; Michael J.E. Sternberg
Pruning Search Space for Weighted First Order Horn Clause Satisfiability / Naveen Nair ; Anandraj Govindan ; hander Jayaraman
Multi-relational Pattern Mining Based-on Combination of Properties with Preserving Their Structure in Examples / Yusuke Nakano ; Nobuhiro Inuzuka
Learning from Noisy Data Using a Non-covering ILP Algorithm / Andrej Oblak ; Ivan Bratko
Can HOLL Outperform FOLL? / Niels Pahlavi ; Stephen Muggleton
Incremental Learning of Relational Action Models in Noisy Environments / Christophe Rodrigues ; Pierre Gérard ; Céline Rouveirol
When Does It Pay Off to Use Sophisticated Entailment Engines in ILP? / José Santos
Stochastic Refinement / Alireza Tamaddoni-Nezhad
Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection / David Vaz ; Vítor Santos Costa ; Michel Ferreira
Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge / Trevor Walker ; Ciaran O'Reilly ; Gautam Kunapuli ; Sriraam Natarajan ; Richard Maclin ; David Page ; Jude Shavlik
Speeding Up Planning through Minimal Generalizations of Partially Ordered Plans / Radomír Cernoch ; Filip Zelezný
Author Index
Abstracts of Invited Talks
Rule Interchange Format: Logic Programming's Second Wind? / Michael Kifer
Practical Probabilistic Programming / Avi Pfeffer
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59. Logic for Programming, Artificial Intelligence, and Reasoning
Christian G. Fermüller, Takeo Kanade, Andrei Voronkov
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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The Complexity of Partial-Observation Parity Games (Invited Talk) / Krishnendu Chatterjee ; Laurent Doyen
Awareness in Games, Awareness in Logic (Invited Talk) / Joseph Y. Halpern
Human and Unhuman Commonsense Reasoning (Invited Talk) / Michael J. Maher
Gödel Logics - A Survey (Invited Tutorial) / Norbert Preining
Tableau Calculus for the Logic of Comparative Similarity over Arbitrary Distance Spaces / Régis Alenda ; Nicola Olivetti
Extended Computation Tree Logic / Roland Axelsson ; Matthew Hague ; Stephan Kreutzer ; Martin Lange ; Markus Latte
Using Causal Relationships to Deal with the Ramification Problem in Action Formalisms Based on Description Logics / Franz Baader ; Marcel Lippmann ; Hongkai Liu
SAT Encoding of Unification in ?L / Barbara Morawska
Generating Combinatorial Test Cases by Efficient SAT Encodings Suitable for CDCL SAT Solvers / Mutsunori Banbara ; Haruki Matsunaka ; Naoyuki Tamura ; Katsumi Inoue
Generating Counterexamples for Structural Inductions by Exploiting Nonstandard Models / Jasmin Christian Blanchette ; Koen Claessen
Characterising Space Complexity Classes via Knuth-Bendix Orders / Guillaume Bonfante ; Georg Moser
Focused Natural Deduction / Taus Brock-Nannestad ; Carsten Schürmann
How to Universally Close the Existential Rule / Kai Brünnler
On the Complexity of the Bernays-Schönfinkel Class with Datalog / Witold Charatonik ; Piotr Witkowski
Magically Constraining the Inverse Method Using Dynamic Polarity Assignment / Kaustuv Chaudhuri
Lazy Abstraction for Size-Change Termination / Michael Codish ; Carsten Fuhs ; Jürgen Giesl ; Peter Schneider-Kamp
A Syntactical Approach to Qualitative Constraint Networks Merging / Jean-François Condotta ; Souhila Kaci ; Pierre Marquis ; Nicolas Schwind
On the Satisfiability of Two-Variable Logic over Data Words / Claire David ; Leonid Libkin ; Tony Tan
Generic Methods for Formalising Sequent Calculi Applied to Provability Logic / Jeremy E. Dawson ; Rajeev Goré
Characterising Probabilistic Processes Logically (Extended Abstract) / Yuxin Deng ; Rob van Glabbeek
fCube: An Efficient Prover for Intuitionistic Propositional Logic / Mauro Ferrari ; Camillo Fiorentini ; Guido Fiorino
Superposition-Based Analysis of First-Order Probabilistic Timed Automata / Arnaud Fietzke ; Holger Hermanns ; Christoph Weidenbach
A Nonmonotonic Extension of KLM Preferential Logic P / Laura Giordano ; Valentina Gliozzi ; Gian Luca Pozzato
On Strong Normalization of the Calculus of Constructions with Type-Based Termination / Benjamin Grégoire ; Jorge Luis Sacchini
Aligators for Arrays (Tool Paper) / Thomas A. Henzinger ; Thibaud Hottelier ; Laura Kovács ; Audrey Rybalchenko
Clause Elimination Procedures for CNF Formulas / Marijn Heule ; Matti Järvisalo ; Armin Biere
Partitioning SAT Instances for Distributed Solving / Antti E.J. Hyvärinen ; Tommi Junttila ; Ilkka Niemelä
Infinite Families of Finite String Rewriting Systems and Their Confluence / Jean-Pierre Jouannaud ; Benjamin Monate
Polite Theories Revisited / Dejan Jovanovic ; Clark Barrett
Clausal Graph Tableaux for Hybrid Logic with Eventualities and Difference / Mark Kaminski ; Gert Smolka
The Consistency of the CADIAG-2 Knowledge Base: A Probabilistic Approach / Pavel Klinov ; Bijan Parsia ; David Picado-Muiño
On the Complexity of Model Expansion / Antonina Kolokolova ; Yongmei Liu ; David Mitchell ; Eugenia Ternovska
Labelled Unit Superposition Calculi for Instantiation-Based Reasoning / Konstantin Korovin ; Christoph Sticksel
Boosting Loral Search Thanks to CDCL / Gilles Audemard ; Jean-Marie Lagniez ; Bertrand Mazure ; Lakhdar Saïs
Interpolating Quantifier-Free Presburger Arithmetic / Daniel Kroening ; Jérôme Leroux ; Philipp Rümmer
Variable Compression in ProbLog / Theofrastos Mantadelis ; Gerda Janssens
Improving Resource-Unaware SAT Solvers / Steffen Hölldobler ; Norbert Manthey ; Ari Saptawijaya
Expansion Nets: Proof-Nets for Propositional Classical Logic / Richard McKinley
Revisiting Matrix Interpretations for Polynomial Derivational Complexity of Term Rewriting / Friedrich Neurauter ; Harald Zankl ; Aart Middeldorp
An Isabelle-Like Procedural Mode for HOL Light / Petros Papapanagiotou ; Jacques Fleuriot
Bottom-Up Tree Automata with Term Constraints / Andreas Reu? ; Helmut Seidl
Constructors, Sufficient Completeness, Deadlock Freedom of Rewrite Theories / Camilo Rocha ; José Meseguer
PBINT, A Logic for Modelling Search Problems Involving Arithmetic / Shahab Tasharrofi
Resolution for Stochastic Boolean Satisfiability / Tino Teige ; Martin Fränzle
Symbolic Automata Constraint Solving / Margus Veanes ; Nikolaj Bjørner ; Leonardo de Moura
Author Index
The Complexity of Partial-Observation Parity Games (Invited Talk) / Krishnendu Chatterjee ; Laurent Doyen
Awareness in Games, Awareness in Logic (Invited Talk) / Joseph Y. Halpern
Human and Unhuman Commonsense Reasoning (Invited Talk) / Michael J. Maher
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60. Recent Advances in Reinforcement Learning
David Hutchison, Takeo Kanade, Marcus Hutter, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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Invited Talk Abstracts
Invited Talk: UCRL and Autonomous Exploration / Peter Auer
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning / Kristian Kersting
Invited Talk: PRISM-Practical RL: Representation, Interaction, Synthesis, and Mortality / Peter Stone
Invited Talk: Towards Robust Reinforcement Learning Algorithms / Csaba Szepesvári
Online Reinforcement Learning
Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits / Francis Maes ; Louis Wehenkel ; Damien Ernst
Goal-Directed Online Learning of Predictive Models / Sylvie C. W. Ong ; Yuri Grinberg ; Joelle Pineau
Gradient Based Algorithms with Loss Functions and Kernels for Improved On-Policy Control / Matthew Robards ; Peter Sunehag
Learning and Exploring MDPs
Active Learning of MDP Models / Mauricio Araya-López ; Olivier Buffet ; Vincent Thomas ; François Charpillet
Handling Ambiguous Effects in Action Learning / Boris Lesner ; Bruno Zanuttini
Feature Reinforcement Learning in Practice / Phuong Nguyen ; Marcus Hutter
Function Approximation Methods for Reinforcement Learning
Reinforcement Learning with a Bilinear Q Function / Charles Elkan
l1-Penalized Projected Bellman Residual / Matthieu Geist ; Bruno Scherrer
Regularized Least Squares Temporal Difference Learning with Nested l2 and l1 Penalization / Matthew W. Hoffman ; Alessandro Lazaric ; Mohammad Ghavamzadeh ; Rémi Munos
Recursive Least-Squares Learning with Eligibility Traces
Value Function Approximation through Sparse Bayesian Modeling / Nikolaos Tziortziotis ; Konstantinos Blekas
Macro-actions in Reinforcement Learning
Automatic Construction of Temporally Extended Actions for MDPs Using Bisimulation Metrics / Pablo Samuel Castro ; Doina Precup
Unified Inter and Intra Options Learning Using Policy Gradient Methods / Kfir Y. Levy ; Nahum Shimkin
Options with Exceptions / Munu Sairamesh ; Balaraman Ravindran
Policy Search and Bounds
Robust Bayesian Reinforcement Learning through Tight Lower Bounds / Christos Dimitrakakis
Optimized Look-ahead Tree Search Policies
A Framework for Computing Bounds for the Return of a Policy / Cosmin Paduraru
Multi-Task and Transfer Reinforcement Learning
Transferring Evolved Reservoir Features in Reinforcement Learning Tasks / Kyriakos C. Chatzidimitriou ; Ioannis Partalas ; Pericles A. Mitkas ; Ioannis Vlahavas
Transfer Learning via Multiple Inter-task Mappings / Anestis Fachantidis ; Matthew E. Taylor
Multi-Task Reinforcement Learning: Shaping and Feature Selection / Matthijs Snel ; Shimon Whiteson
Multi-Agent Reinforcement Learning
Transfer Learning in Multi-Agent Reinforcement Learning Domains / Georgios Boutsioukis
An Extension of a Hierarchical Reinforcement Learning Algorithm for Multiagent Settings / Ioannis Lambrou ; Vassilis Vassiliades ; Chris Christodoulou
Apprenticeship and Inverse Reinforcement Learning
Bayesian Multitask Inverse Reinforcement Learning / Constantin A. Rothkopf
Batch, Off-Policy and Model-Free Apprenticeship Learning / Edouard Klein ; Olivier Pietquin
Real-World Reinforcement Learning
Introduction of Fixed Mode States into Online Profit Sharing and Its Applications to Waist Trajectory Generation of Biped Robot / Seiya Kuroda ; Kazuteru Miyazaki ; Hiroaki Kobayashi
MapReduce for Parallel Reinforcement Learning / Yuxi Li ; Dale Schuurmans
Compound Reinforcement Learning: Theory and an Application to Finance / Tohgoroh Matsui ; Takashi Goto ; Kiyoshi Izumi ; Yu Chen
Proposal and Evaluation of the Active Course Classification Support System with Exploitation-Oriented Learning / Masaaki Ida
Author Index
Invited Talk Abstracts
Invited Talk: UCRL and Autonomous Exploration / Peter Auer
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning / Kristian Kersting
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61. Research and Education in Robotics - EUROBOT 2011
David ObdrÅ〓álek, Achim Gottscheber
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Looking Backward at the Robot / Jana Horáková
VEX Robotics: STEM Program and Robotics Competition Expansion into Europe / Irene Alvarez Caro
Educational Environment for Robotic Applications in Engineering / Silas F.R. Alves ; Humberto Ferasoli Filho ; Renê Pegoraro ; Marco A.C. Caldeira ; Joao M. Rosário ; Wilson M. Yonezawa
EmbedIT - An Open Robotic Kit for Education / Dorit Assaf ; Rolf Pfeifer
Semantic Simulation Engine in Mobile Robot Operator Training Tool / Janusz Bedkowski ; Andrzej Mastowski
Mobile Robot Localization Using Beacons and the Kalman Filter Technique for the Eurobot Competition / Oliver Bittel ; Michael Blaich
A New Programming Interface for Educational Robotics / Javier Caccavelli ; Sol Pedre ; Pablo de Cristóforis ; Andrea Katz ; Diego Bendersky
An Attempt to Teaching Programming with Robots / Petr Cermák ; Jozef Kelemen
Domestic Service Robots in the Real World: More on the Case of Intelligent Robots Following Humans / Jean-Daniel Dessimoz ; Pierre-Fran" ois Gauthey
Designing an Omni-Directional Infrared Sensor and Beacon System for the Eurobot Competition / Valentin Durst ; Daniel Hagel ; Jan Vander
How to Teach Robotics to Children (12 - 16 Years Old) / Achim Gottscheber ; Andreas Hochlehnert ; Lukas Mairon
Model-Based Nonlinear Control of 2-WMR / Gemot Grabmair
Obstacle and Game Element Detection with the 3D-Sensor Kinect / Matthis Greater ; Michael Rosen/elder ; Olive Bittel
Identification Based Model of Ultrasonic Sensor / Jaroslav Hanzel ; Marian Kl'ucik ; Ladislav Jurisica ; and Anton Vitko
Robocop A Protocol for Service-Oriented Robot Control Systems / Dmitry Kononchuk ; Victor Kandoba ; Sergey Zhigalov ; Pavel pduramanov ; Yuri Okulovsky
AR-Drone as a Platform for Robotic Research and Education / Tomáa Krajník ; Vojtech Vonásek ; Daniel Fiser ; Jan Faigl
Team Development of an Autonomous Mobile Robot: Approaches and Results / Andrej Kuturov ; Anton Yudin ; Igor Pashinskiy ; Mikhaw Chistyakov
An Autonomous Robot Localization System Based on Coded Infrared Beacons / Milan Lukic ; Madrag Brkic ; Jovan Bajic
An Omnidirectional Mobile Robot for Large Object Handling / Lenka Mudrová ; Václaw Jahoda ; Oliver Porges ; Tomás Krajník
A Practical! Mobile Robotics Engineering Course Using LEGO Mindstorms / Ana C. Murillo ; Alejandro R. Mosteo ; Jose A. Castellanos ; Luis Montano
An 8 Year Old Educational Robotics Program - Structure, Methodology and Goals / Othon ja Rocha Neves Jr. ; Joâo Bosco da Mota Alves ; Josué J.G. Ramos
A New Three Object Triangulation Algorithm Based on the Power Center of Three Circles / VincermPierlot ; Maxime Urbin-Choffray ; Marc Van Droogenbroeck
Humanoid Robot Reaching Task Using Support Vector Machine / Mirko Rakovic ; Milutin Nikolic ; Branislav Borovac
Development of a High Speed 3D Laser Measurement System for Outdoor Robotics / Jens Schlemper ; Lars Kuhnert ; Markus Ax ; Klaus-Deter Kuhnert
A Robot Competition to Encourage First-Year Students in Mechatronic Sciences / Johannes Stier ; Gero Zechel ; Michael Beitelschmidt
Engineering Education Program at Kanazawa Institute of Technology: A Case Study in Department of Robotics / Ryoichi Suzuki ; Nobuaki Kobayashi
Autonomous Robot Navigation Based on Clustering across image / Tomas Vintr ; Lukas Pastorek ; Hana Rezankova
Distributed Control System for a Mobile Robot: Tasks and Software Architecture / Mikhail Semyonov
University Education in Robotics and Advanced Automation: A Certified Lectures Perspective and Strategy for Development of Didactical and Technical Course Model / Duško Lukac ; Werner Schollenberger
Author Index
Looking Backward at the Robot / Jana Horáková
VEX Robotics: STEM Program and Robotics Competition Expansion into Europe / Irene Alvarez Caro
Educational Environment for Robotic Applications in Engineering / Silas F.R. Alves ; Humberto Ferasoli Filho ; Renê Pegoraro ; Marco A.C. Caldeira ; Joao M. Rosário ; Wilson M. Yonezawa
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62. Information Intelligence, Systems, Technology and Management
Sumeet Dua, D. P. Goyal, Sartaj Sahni
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Information Management / 1：
Selection of Outsourcing Agency through AHP and Grey Relational Analysis: A Case Analysis / Debendra Kumar Mahalik
A Study on XML Data Indexing for Web Based Application / Puspha Rani Suri ; Neetu Sardana
Knowledge Sharing Intentions among IT Professionals in India / Binoy Joseph ; Merin Jacob
Critical Success Factors for CRM Implementation: A Study on Indian Banks / Sarika Sharma ; D.P. Goyal
Issues before Indian Small and Medium Scale Enterprises Opting for ERP Implementation / Parijat Upadhyay ; Rana Basu ; Pranab K. Dan
Information Systems / 2：
Steganalysis of Perturbed Quantization Using HBCL Statistics and FR Index / Veena H. Bhat ; S. Krishna ; P. Deepa Shenoy ; K.R. Venugopal ; L.M. Patnaik
A View Recommendation Greedy Algorithm for Materialized Views Selection / T. V. Vijay Kumar ; Mohammad Haider ; Santosh Kumar
Experience Based Software Process Improvement: Have We Found the Silver Bullet? / Neeraj Sharma ; Kawaljeet Singh
Framework for Spatial Query Resolution for Decision Support Using Geospatial Service Chaining and Fuzzy Reasoning / Jayeeta Mukherjee ; Indira Mukherjee ; Soumya Kanti Ghosh
An Ontology Based Approach for Test Scenario Management / P.G. Sapna ; Hrushikesha Mohanty
Creating Value for Businesses by Providing CRM Solutions: A Case of Oracle CRM on Demand / Swati Singh ; Sanjeev Kr. Singh
Societal Responsibility of Business and Information Systems / Hugues Poissonnier ; Claudia Vitari ; Raffi Duymedjian ; Renaud Cornu-Emieux
Application of Vector Quantization in Emotion Recognition from Human Speech / Preeti Khanna ; M. Sasi Kumar
Information Technology / 3：
Fuzzy Time Series Prediction Model / Bindu Garg ; M.M. Sufyan Beg ; A.Q. Ansari ; B.M. Imran
A Novel Relation-Based Probability Algorithm for Page Ranking in Semantic Web Search Engine / C. Deisy ; A.M. Rajeswari ; R.M. Indra ; N. Jayalakshmi ; P.K. Mehalaa Devi
SASM- An Approach towards Self-protection in Grid Computing / Inderpreet Chopra ; Maninder Singh
Change Impact Analysis: A Tool for Effective Regression Testing / Prem Parashar ; Rajesh Bhatia ; Arvind Kalia
Multi-feature Fusion for Closed Set Text Independent Speaker Identification / Gyanendra K. Verma
An Efficient Metamorphic Testing Technique Using Genetic Algorithm / Gagandeep Batra ; Jyotsna Sengupta
Reducing Classification Times for Email Spam Using Incremental Multiple Instance Classifiers / Teng-Sheng Moh ; Nicholas Lee
Resolving Ambiguous Queries via Fuzzy String Matching and Dynamic Buffering Techniques / Olufade F. W. Onifade ; Adenike O. Osofisan
A Deterministic Approach for the Propagation of Computer Virus in the Framework of Linear and Sinusoidal Time Variation of Birth Rate of Virus / Nistala Suresh Rao ; Jamwal Deepshikha
Pre-processed Depth First Search / Rushabh Hathi ; Irfan A. Siddavatam
Healthcare Information Management and Technology / 4：
Soft Computing Model to Predict Average Length of Stay of Patient
Business Intelligence / 5：
Development of Three-Stage Methodology for a Strategy-Based Integrated Dynamics Model from a Value Chain Reconfiguring Perspective / Chung-Chou Tsai ; Sununta Siengthai ; Vilas Wuwongse ; Donyaprueth Krairit
Hybrid Temporal Mining for Finding out Frequent Itemsets in Temporal Databases Using Clustering and Bit Vector Methods / M. Krishnamurthy ; A. Kannan ; R. Baskaran ; G. Bhuvaneswari
Biztool: A Flexible Cloud-Centric Framework for Business Analytics / Amarnath Ayyadurai ; Chitra Babu
Applications / 6：
Service Availability Driven Re-configurable Embedded System Design / Anil Kumar ; Shampa Chakarverty
Comparative Analysis of Impact of Various Global Stock Markets and Determinants on Indian Stock Market Performance - A Case Study Using Multiple Linear Regression and Neural Networks / Avinash Pokhriyal ; Lavneet Singh ; Savleen Singh
Statistical Analysis for Human Authentication Using ECG Waves / Chetana Hegde ; H. Rahul Prabhu ; D.S. Sagar
Qualitative Survey-Based Content Analysis and Validation of Measures of Software Development Team Performance / Amar Nath Chatterjee ; Duraipandian Israel
Computational Modeling of Collaborative Resources Sharing in Grid System / Ayodeji Oluwatope ; Duada Iyanda ; Ganiyu Aderounmu ; Rotimi Adagunodo
A Novel Approach for Combining Experts Rating Scores / Tom Au ; Rong Duan ; Guangqin Ma ; Rensheng Wang
Management Science and Education / 7：
A Collaborative Filtering Based Approach for Recommending Elective Courses / Sanjog Ray ; Anuj Sharma
Architecture of a Library Management System Using Gaia Extended for Multi Agent Systems / Pooja Jain ; Deepak Dahiya
Short Papers / 8：
Interorganizational Information Systems Diffusion: A Social Network Perspective / Laurence Saglietto ; Federico Pigni
Cognitive Models and Its Current Challenges / Mukta Goyal ; Alka Choubey ; Divakar Yadav
Resolving Productivity Paradox of Fully and Partially IT Oriented Banks: Evidence from India / Dhiraj Sharma
Inside Story of Business Process Reengineering in State Bank of Patiala (SBOP): Straight from the Horses' Mouth / Ratinder Kaur
Author Index
Information Management / 1：
Selection of Outsourcing Agency through AHP and Grey Relational Analysis: A Case Analysis / Debendra Kumar Mahalik
A Study on XML Data Indexing for Web Based Application / Puspha Rani Suri ; Neetu Sardana
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63. Intelligent Information and Database Systems
Ngoc Thanh Nguyen, Manh Thanh Le
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Keynote Speeches
Selected Problems of the Static Complex Systems Identification / Jerzy Swiatek
Combining and Integrating Advanced IT-Concepts with Semantic Web Technology Mashups Architecture Case Study / Amin Anjomshoaa ; A Min Tjoa ; Andreas Hubmer
Intelligent Database Systems
Web Page Augmentation with Client-Side Mashups as Meta-Querying / Stephan Hagemann ; Gottfried Vossen
Soft Computing Techniques for Intrusion Detection of SQL-Based Attacks / Jaroslaw Skaruz ; Jerzy Pawel Nowacki ; Aldona Drabik ; Franciszek Seredynski ; Pascal Bouvry
Efficiently Querying XML Documents Stored in RDBMS in the Presence of Dewey-Based Labeling Scheme / Moad Maghaydah ; Mehmet A. Orgun
From Data Mining to User Models in Evolutionary Databases / César Andrés ; Manuel Núñez ; Yaofeng Zhang
How to Construct State Registries-Matching Undeniability with Public Security / Przemyslaw Kubiak ; Miroslaw Kutylowski ; Jun Shao
Data Warehouses and Data Mining
Regions of Interest in Trajectory Data Warehouse / Marcin Gorawski ; Pawel Jureczek
AFOPT-Tax: An Efficient Method for Mining Generalized Frequent Itemsets / Yu Xing Mao ; Bai Le Shi
A Novel Method to Find Appropriate ? for DBSCAN / Jamshid Esmaelnejad ; Jafar Habibi ; Soheil Hassas Yeganeh
Towards Semantic Preprocessing for Mining Sensor Streams from Heterogeneous Environments / Jason J. Jung
HOT aSAX: A Novel Adaptive Symbolic Representation for Time Series Discords Discovery / Ninh D. Pham ; Quang Loc Le ; Tran Khanh Dang
The Vector Space Models for Finding Co-occurrence Names as Aliases in Thai Sports News / Thawatchai Suwanapong ; Thanaruk Theeramunkong ; Ekawit Nantajeewarawat
Efficiently Mining High Average Utility Itemsets with a Tree Structure / Chun-Wei Lin ; Tzung-Pei Hong ; Wen-Hsiang Lu
Intelligent Information Retrieval
Human Activity Mining Using Conditional Radom Fields and Self-Supervised Learning / Nguyen Minh The ; Takahiro Kawamura ; Hiroyuki Nakagawa ; Ken Nakayama ; Yasuyuki Tahara ; Akihiko Ohsuga
Visualization of Influenza Protein Segment HA in Manifold Space / Cheng-Yuan Liou ; Wei-Chen Cheng
Going Beyond the Surrounding Text to Semantically Annotate and Search Digital Images / Pakinee Aimmanee ; Shahrul Azman Noah ; Datul Aida Ali ; Arifah Che Alhadi ; Junaidah Mohamad Kassim
Context Oriented Analysis of Web 2.0 Social Network Contents - MindMeister Use-Case / Khue Vo Sao ; Edgar Weippl ; Michael Hollauf
Technologies for Intelligent Information Systems
Generation of a FIR Filter by Means of a Neural Network for Improvement of the Digital Images Obtained Using the Acquisition Equipment Based on the Low Quality CCD Structurecture / Jakub Peksinski ; Grzegorz Mikolajczak
Robust Fuzzy Clustering Using Adaptive Fuzzy Meridians / Tomasz Przybyla ; Janusz Jezewski ; Janusz Wróbel ; Krzysztof Horoba
An Ambient Agent Model Incorporating an Adaptive Model for Environmental Dynamics / Jan Treur ; Muhammad Umair
A New Algorithm for Divisible Load Scheduling with Different Processor Available Times / Amin Shokripour ; Mohamed Othman ; Hamidah Ibrahim
Evolutionary Computational Intelligence in Solving the Fractional Differential Equations / Muhammad Asif Zahoor Raja ; Junaid Ali Khan ; I.M. Qureshi
A Neural Network Optimization-Based Method of Image Reconstruction from Projections / Robert Cierniak
Entrance Detection of Buildings Using Multiple Cues / Suk-Ju Kang ; Hoang-Hon Trinh ; Dae-Nyeon Kim ; Kang-Hyun Jo
Spectrum Sharing with Buffering in Cognitive Radio Networks / Chau Pham Thi Hong ; Youngdoo Lee ; Insoo Koo
Extracting Chemical Reactions from Thai Text for Semantics-Based Information Retrieval / Peerasak Intarapaiboon
Coalition Formation Using Combined Deterministic and Evolutionary Approach / Halina Kwasnicka ; Wojciech Gruszczyk
Applications of Intelligent Systems
A New CBIR System Using SIFT Combined with Neural Network and Graph-Based Segmentation / Nguyen Due Anh ; Pham The Bao ; Bui Ngoc Nam ; Nguyen Huy Hoang
Computer-Aided Car Over-Taking System / Magdalena Baranska
Learning Model for Reducing the Delay in Traffic Grooming Optimization / Viet Minh Nhat Vo
Power Load Forecasting Using Data Mining and Knowledge Discovery Technology / Yongli Wang ; Dongxiao Niu ; Yakun Wang
A Collaborative Framework for Multiagent Systems / Moamin Ahmed ; Mohd Sharifuddin Ahmad ; Mohd Zaliman M. Yusoff
Solving Unbounded Knapsack Problem Based on Quantum Genetic Algorithms / Rung-Ching Chen ; Yun-Hou Huang ; Ming-Hsien Lin
Detecting Design Pattern Using Subgraph Discovery / Ming Qiu ; Qingshan Jiang ; An Gao ; Ergan Chen ; Di Qiu ; Shang Chai
A Fuzzy Time Series-Based Neural Network Approach to Option Price Forecasting / Yungho Leu ; Chien-Pang Lee ; Chen-Chia Hung
Integrated Use of Artificial Neural Networks and Genetic Algorithms for Problems of Alarm Processing and Fault Diagnosis in Power Systems / Paulo Cícero Fritzen ; Ghendy Cardoso Jr. ; João Montagner Zauk ; Adriano Peres de Morais ; Ubiratan H. Bezerra ; Joaquim A.P.M. Beck
Using Data from an AMI-Associated Sensor Network for Mudslide Areas Identification / Cheng-Jen Tang ; Miau Ru Dai
Semantic Web Service Composition System Supporting Multiple Service Description Languages / Nhan Cach Dang ; Duy Ngan Le ; Thanh Tho Quan ; Minh Nhut Nguyen
Forecasting Tourism Demand Based on Improved Fuzzy Time Series Model / Hung-Lieh Chou ; Jr-Shian Chen ; Ching-Hsue Cheng ; Hia Jong Teoh
Weighted Fuzzy Time Series Forecasting Model / Jia- Wen Wang ; Jing- Wei Liu
A System for Assisting English Oral Proficiency - A Case Study of the Elementary Level of General English Proficiency Test (GEPT) in Taiwan / Chien-Hsien Huang ; Huey-Ming Lee
Verification of Stored Security Data in Computer System / Heng-Sheng Chen ; Tsang- Yean Lee
Ant Colony Clustering Using Mobile Agents as Ants and Pheromone / Masashi Mizutani ; Munehiro Takimoto ; Yasushi Kambayashi
Mining Source Codes to Guide Software Development / Sheng-Kuei Hsu ; Shi-Jen Lin
Forecasting Stock Market Based on Price Trend and Variation Pattern / Chung-Ho Su ; Tai-Liang Chen ; Hung-Hsing Chiang
Intelligent Prebuffering Using Position Oriented Database for Mobile Devices / Ondrej Krejcar
Author Index
Keynote Speeches
Selected Problems of the Static Complex Systems Identification / Jerzy Swiatek
Combining and Integrating Advanced IT-Concepts with Semantic Web Technology Mashups Architecture Case Study / Amin Anjomshoaa ; A Min Tjoa ; Andreas Hubmer
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64. Intelligent Data Engineering and Automated Learning ? IDEAL 2010
Colin Fyfe, Darryl Charles, Cesar Garcia-Osorio, Takeo Kanade, Peter Tino, Hujun Yin
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-García ; Juan Antonio Romero del Castillo ; Nicolás García-Pedrajas
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog
Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl
Cost Optimization of a Localized Irrigation System Using Genetic Algorithms / Mônica Sakuray Pais ; Júlio César Ferreira ; Marconi Batista Teixeira ; Keiji Yamanaka ; Gilberto Arantes Carrijo
Dimension Reduction for Regression with Bottleneck Neural Networks / Elina Parviainen
Analysing Satellite Image Time Series by Means of Pattern Mining / François Petitjean ; Pierre Gançarski ; Florent Masseglia ; Germain Forestier
Sentences Generation by Frequent Parsing Patterns / Takashi Yanagisawa ; Takao Miura ; Isamu Shioya
Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model / Marcin Ciecholewski
On the Power of Topological Kernel in Microarray-Based Detection of Cancer / Vilen Jumutc ; Pawel Zayakin
An Evolutionary Multi-objective Optimization of Market Structures Using PBIL / Xinyang Li ; Andreas Krause
New Application of Graph Mining to Video Analysis / Hisashi Koga ; Tsuji Tomokazu ; Takanori Yokoyama ; Toshinori Watanabe
Classification by Multiple Reducts-kNN with Confidence / Naohiro Ishii ; Yuichi Morioka ; Hiroaki Kimura ; Yongguang Bao
Towards Automatic Classification of Wikipedia Content / Julian Szymanski
Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data / Andrea Guidali ; Elisabetta Binaghi ; Mauro Guglielmin ; Marco Pascale
A Comparison of Three-Voting Methods for Bagging with the MLEM2 Algorithm / Clinton Cohagan ; Jerzy W. Grzymala-Busse ; Zdzislaw S. Hippe
Simplified Self-adapting Skip Lists / Jonathan J. Pittard ; Alan L. Tharp
Multi-Agent Architecture with Support to Quality of Service and Quality of Service and Quality of Control / Jose-Luis Poza-Luján ; Juan-Luis Posadas-Yagüe ; Jose-Enrique Simó-Ten
Robust 1-Norm Soft Margin Smooth Support Vector Machine / Li-Jen Chien ; Yuh-Jye Lee ; Zhi-Peng Kao ; Chih-Cheng Chang
A Generalization of Independence in Naive Bayes Model / Yu Fujimoto ; Noboru Murata
Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification / Ricardo Quislant ; Eladio Gutierrez ; Oscar Plata ; Emilio D. Zapata
Histogram Distance for Similarity Search in Large Time Series Database / Yicun Ouyang ; Feng Zhang
The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces / Kazuteru Miyazaki
Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains / Luke Dicken ; John Levine
The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach / Jorge Loureiro ; Orlando Belo
Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform / Mohammad Ali Kadampur ; Somayajulu D.V.L.N
Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System / Marisa B. Figueiredo ; Ana de Almeida ; Bernardete Ribeiro ; António Martins
Annotation and Retrieval of Cell Images / Maria F. O'Connor ; Arthur Hughes ; Chaoxin Zheng ; Anthony Davies ; Dermot Kelleher ; Khurshid Ahmad
Adaptive Particle Swarm Optimizer for Feature Selection / M.A. Esseghir ; Gilles Goncalves ; Yahya Slimani
A Randomized Sphere Cover Classifier / Reda Younsi ; Anthony Bagnall
Directed Figure Codes with Weak Equality / Wtodzimierz Moczurad
Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks / Lukáš Bajer ; Martin Holena
Relevance of Contextual Information in Compression-Based Text Clustering / Ana Granados ; Rafael Martínez ; David Camacho ; Francisco de Borja Rodríguez
Simple Deterministically Constructed Recurrent Neural Networks / Ali Rodan ; Peter Tino
Non-negative Matrix Factorization Implementation Using Graphic Processing Units / Noel Lopes
A Neighborhood-Based Clustering by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek
Selection of Structures with Grid Optimization, in Multiagent Data Warehouse / Marcin Gorawski ; Stawomir Bankowski ; Michal Gorawski
Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations / Malik Magdon-Ismail ; Jonathan T. Purnell
Learning Negotiation Policies Using IB3 and Bayesian Networks / Gislaine M. Nalepa ; Bráulio C. Ávila ; Fabrício Enembreck ; Edson E. Scalabrin
Trajectory Based Behavior Analysis for User Verification / Hsing-Kuo Pao ; Hong-Yi Lin ; Kuan-Ta Chen ; Junaidillah Fadlil
Discovering Concept Mappings by Similarity Propagation among Substructures / Qi H. Pan ; Fedja Hadzic ; Tharam S. Dillon
Clustering and Visualizing SOM Results / José Alfredo F. Costa
A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors / Piotr Lipinski
Evolution Strategies for Objective Functions with Locally Correlated Variables
Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD / Zareen Mehboob ; Hujun Yin
Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS) Power System Load Model Using an Artificial Neural Network Paradigm / Shonique L. Miller ; Gary L. Lebby ; Ali R. Osareh
An Efficient Approach to Clustering Real-Estate Listings / Maciej Grzenda ; Deepak Thukral
Incremental Update of Cyclic Association Rules / Eya Ben Ahmed
Author Index
Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-García ; Juan Antonio Romero del Castillo ; Nicolás García-Pedrajas
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog
Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl
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65. Machine Learning and Knowledge Discovery in Databases
Jos? Luis Balc?zar, Francesco Bonchi, Aristides Gionis, Takeo Kanade, Mich?le Sebag
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Invited Talks (Abstracts)
Mining Billion-Node Graphs: Patterns, Generators and Tools / Christos Faloutsos
Structure Is Informative: On Mining Structured Information Networks / Jiawei Han
Intelligent Interaction with the Real World / Leslie Pack Kaelbling
Mining Experimental Data for Dynamical Invariants - From Cognitive Robotics to Computational Biology / Hod Lipson
Hierarchical Learning Machines and Neuroscience of Visual Cortex / Tomaso Poggio
Formal Theory of Fun and Creativity / Jürgen Schmidhuber
Regular Papers
Porting Decision Tree Algorithms to Multicore Using FastFlow / Marco Aldinucci ; Salvatore Ruggieri ; Massimo Torquati
On Classifying Drifting Concepts in P2P Networks / Hock Hee Ang ; Vivekanand Gopalkrishnan ; Wee Keong Ng ; Steven Hoi
A Unified Approach to Active Dual Supervision for Labeling Features and Examples / Josh Attenberg ; Prem Melville ; Foster Provost
Vector Field Learning via Spectral Filtering / Luca Baldassarre ; Lorenzo Rosasco ; Annalisa Barla ; Alessandro Verri
Weighted Symbols-Based Edit Distance for String-Structured Image Classification / Cécile Barat ; Christophe Ducottet ; Elisa Fromont ; Anne-Claire Legrand ; Marc Sebban
A Concise Representation of Association Rules Using Minimal Predictive Rules / Iyad Batal ; Milos Hauskrecht
Euclidean Distances, Soft and Spectral Clustering on Weighted Graphs / François Bavaud
Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering in Dynamic Bayesian Networks / Eva Besada-Portas ; Sergey M. Plis ; Jesus M. de la Cruz ; Terran Lane
Leveraging Bagging for Evolving Data Streams / Albert Bifet ; Geoff Holmes ; Bernhard Pfahringer
ITCH: Information-Theoretic Cluster Hierarchies / Christian Böha ; Frank Fiedler ; Annahita Oswald ; Claudia Plant ; Bianca Wackersreuther ; Peter Wackersreuther
Coniunge et Impera: Multiple-Graph Mining for Query-Log Analysis / Ilaria Bordino ; Debora Donato ; Ricardo Baeza- Yates
Process Mining Meets Abstract Interpretation / J. Carmona ; J. Cortadella
Smarter Sampling in Model-Based Bayesian Reinforcement Learning / Pablo Samuel Castro ; Doina Precup
Predicting Partial Orders: Ranking with Abstention / Weiwei Cheng ; Michaël Rademaker ; Bernard De Baets ; Eyke Hüllermeier
Predictive Distribution Matching SVM for Multi-domain Learning / Chun-Wei Seah ; Ivor W. Tsang ; Yew-Soon Ong ; Kee-Khoon Lee
Kantorovich Distances between Rankings with Applications to Rank Aggregation / Stéphan Clémençon ; Jérémie Jakubowicz
Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition / Somayeh Danafar ; Arthur Gretton
Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss / Krzysztof Dembczynski ; Willem Waegeman
Clustering Vessel Trajectories with Alignment Kernels under Trajectory Compression / Gerben de Vries ; Maarten van Someren
Adaptive Bases for Reinforcement Learning / Dotan Di Castro ; Shie Mannor
Constructing Nonlinear Discriminants from Multiple Data Views / Tom Diethe ; David Roi Hardoon ; John Shawe-Taylor
Learning Algorithms for Link Prediction Based on Chance Constraints / Janardhan Rao Doppa ; Jun Yu ; Prasad Tadepalli ; Lise Getoor
Sparse Unsupervised Dimensionality Reduction Algorithms / Wenjun Dou ; Guang Dai ; Congfu Xu ; Zhihua Zhang
Asking Generalized Queries to Ambiguous Oracle / Jun Du ; Charles X. Ling
Analysis of Large Multi-modal Social Networks: Patterns and a Generator / Nan Du ; Hao Wang
A Cluster-Level Semi-supervision Model for Interactive Clustering / Avinava Dubey ; Indrajit Bhattacharya ; Shantanu Godbole
Software-Defect Localisation by Mining Dataflow-Enabled Call Graphs / Frank Eichinger ; Klaus Krogmann ; Roland Klug ; Klemens Böhm
Induction of Concepts in Web Ontologies through Terminological Decision Trees / Nicola Fanizzi ; Claudia d'Amato ; Floriana Esposito
Classification with Sums of Separable Functions / Jochen Garcke
Feature Selection for Reinforcement Learning: Evaluating Implicit State-Reward Dependency via Conditional Mutual Information / Hirotaka Hachiya ; Masashi Sugiyama
Bagging for Biclustering: Application to Microarray Data / Blaise Hanczar ; Mohamed Nadif
Hub Gene Selection Methods for the Reconstruction of Transcription Networks / José Miguel Hernández-Lobato ; Tjeerd M.H. Dijkstra
Expectation Propagation for Bayesian Multi-task Feature Selection / Daniel Hernández-Lobato ; Thibault Helleputte ; Pierre Dupont
Graphical Multi-way Models / Ilkka Huopaniemi ; Tommi Suvitaival ; Matej Orešic ; Samuel Kaski
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval / Zakria Hussain ; Alex P. Leung ; Kitsuchart Pasupa ; David R. Hardoon ; Peter Auer ; John Shawe- Taylor
Graph Regularized Transductive Classification on Heterogeneous Information Networks / Ming Ji ; Yizhou Sun ; Marina Danilevsky ; Jing Gao
Temporal Maximum Margin Markov Network / Xiaoqian Jiang ; Bing Dong ; Latanya Sweeney
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration / Tobias Jung ; Peter Stone
Author Index
Invited Talks (Abstracts)
Mining Billion-Node Graphs: Patterns, Generators and Tools / Christos Faloutsos
Structure Is Informative: On Mining Structured Information Networks / Jiawei Han
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66. KI 2010: Advances in Artificial Intelligence
R?diger Dillmann, J?rgen Beyerer, Uwe D. Hanebeck, Takeo Kanade, Tanja Schultz
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Cognition
Vision, Logic, and Language - Toward Analyzable Encompassing Systems / Hans-Hellmut Nagel
A Computational Model of Human Movement Coordination / Thorsten Stein ; Christian Simonidis ; Wolfgang Seemann ; Hermann Schwameder
BiosignalsStudio: A Flexible Framework for Biosignal Capturing and Processing / Dominic Heger ; Felix Putze ; Christoph Amma ; Michael Wand ; Igor Plotkin ; Thomas Wielatt ; Tanja Schultz
Local Adaptive Extraction of References / Peter Kluegl ; Andreas Hotho ; Frank Puppe
Logic-Based Trajectory Evaluation in Videos / Nicola Pirlo
Human-Machine Interaction
A Testbed for Adaptive Human-Robot Collaboration / Alexandra Kirsch ; Yuxiang Chen
Human Head Pose Estimation using Multi-Appearance Features / Norbert Schmitz ; Gregor Zolynski ; Karsten Berns
Online Full Body Human Motion Tracking Based on Dense Volumetric 3D Reconstructions from Multi Camera Setups / Tobias Feldmann ; Ioannis Mihailidis ; Sebastian Schulz ; Dietrich Paulus ; Annika Wörner
On-line Handwriting Recognition with Parallelized Machine Learning Algorithms / Sebastian Bothe ; Thomas Gärtner ; Stefan Wrobel
Planning Cooperative Motions of Cognitive Automobiles Using Tree Search Algorithms / Christian Frese ; Jürgen Beyerer
Static Preference Models for Options with Dynamic Extent / Thomas Bauereiß ; Stefan Mandl ; Bernd Ludwig
Towards User Assistance for Documents via Interactional Semantic Technology / Andrea Kohlhase
Knowledge
Flexible Concept-Based Argumentation in Dynamic Scenes / Jörn Sprado ; Björn Gottfried ; Otthein Herzog
Focused Belief Revision as a Model of Fallible Relevance-Sensitive Perception / Haythem O. Ismail ; Nasr Kasrin
Multi-context Systems with Activation Rules
Pellet-HeaRT- Proposal of an Architecture for Ontology Systems with Rules / Grzegorz J. Nalepa ; Weronika T. Furmanska
Putting People's Common Sense into Knowledge Bases of Household Robots / Lars Kunze ; Moritz Tenorth ; Michael Beetz
Recognition and Visualization of Music Sequences Using Self-Organizing Feature Maps / Tobias Hein ; Oliver Kramer
Searching for Locomotion Patterns that Suffer from Imprecise Details
World Modeling for Autonomous Systems / Ioana Gheta ; Michael Heizmann ; Andrey Belkin
Machine Learning and Data Mining
A Probabilistic MajorClust Variant for the Clustering of Near-Homogeneous Graphs / Oliver Niggemann ; Volker Lohweg ; Tim Tack
Acceleration of DBSCAN-Based Clustering with Reduced Neighborhood Evaluations / Andreas Thom
Adaptive ?-greedy Exploration in Reinforcement Learning Based on Value Differences / Michel Tokic
Learning the Importance of Latent Topics to Discover Highly Influential News Items / Ralf Krestel ; Bhaskar Mehta
Methods for Automated High-Throughput Toxicity Testing Using Zebrafish Embryos / Rüdiger Alshut ; Jessica Legradi ; Urban Liebel ; Lixin Yang ; Jos van Wezel ; Uwe Strähle ; Ralf Mikut ; Markus Reischl
Visualizing Dissimilarity Data Using Generative Topographic Mapping / Andrej Gisbrecht ; Bassam Mokbel ; Alexander Hasenfuss ; Barbara Hammer
Planing and Reasoning
An Empirical Comparison of Some Multiobjective Graph Search Algorithms / Enrique Machuca ; Lorenzo Mandow ; Jose L. Pérez de la Cruz ; Amparo Ruiz-Sepúlveda
Completeness for Generalized First-Order LTL / Norihiro Kamide
Instantiating General Games Using Prolog or Dependency Graphs / Peter Kissmann ; Stefan Edelkamp
Plan Assessment for Autonomous Manufacturing as Bayesian Inference / Paul Maier ; Dominik Jain ; Stefan Waldherr ; Martin Sachenbacher
Positions, Regions, and Clusters: Strata of Granularity in Location Modelling / Hedda R. Schmidtke ; Michael Beigl
Soft Evidential Update via Markov Chain Monte Carlo Inference
Strongly Solving Fox-and-Geese on Multi-Core CPU / Hartmut Messerschmidt
The Importance of Statistical Evidence for Focussed Bayesian Fusion / Jennifer Sander ; Jonas Krieger
The Shortest Path Problem Revisited: Optimal Routing for Electric Vehicles / Andreas Artmeier ; Julian Haselmayr ; Martin Leucker
Robotics
A Systematic Testing Approach for Autonomous Mobile Robots Using Domain-Specific Languages / Martin Proetzsch ; Fabian Zimmermann ; Robert Eschbach ; Johannes Kloos
Collision Free Path Planning for Intrinsic Safety of Multi-fingered SDH-2 / Thomas Haase ; Heinz Wörn
Dynamic Bayesian Networks for Learning Interactions between Assistive Robotic Walker and Human Users / Mitesh Patel ; Jaime Valls Miro ; Gamini Dissanayake
From Neurons to Robots: Towards Efficient Biologically Inspired Filtering and SLAM / Niko Sünderhauf ; Peter Protzel
Haptic Object Exploration Using Attention Cubes / Nicolas Gorges ; Peter Fritz
Task Planning for an Autonomous Service Robot / Thomas Keller ; Patrick Eyerich ; Bernhard Nebel
Towards Automatic Manipulation Action Planning for Service Robots / Steffen W. Ruehl ; Zhixing Xue ; Thilo Kerscher ; Rüdiger Dillmann
Towards Opportunistic Action Selection in Human-Robot Cooperation / Thibault Kruse
Trajectory Generation and Control for a High-DOF Articulated Robot with Dynamic Constraints / Marc Spirig ; Ralf Kaestner ; Dizan Vasquez ; Roland Siegwart
Adaptive Motion Control: Dynamic Kick for a Humanoid Robot / Yuan Xu ; Heinrich Mellmann
Special Session: Situation, Intention and Action Recognition
An Extensible Modular Recognition Concept That Makes Activity Recognition Practical / Martin Berchtold ; Matthias Budde
Online Workload Recognition from EEG Data During Cognitive Tests and Human-Machine Interaction
Situation-Specific Intention Recognition for Human-Robot Cooperation / Peter Krauthausen ; Uwe D. Hanebeck
Towards High-Level Human Activity Recognition through Computer Vision and Temporal Logic / Joris Ijsselmuiden ; Rainer Stiefelhagen
Towards Semantic Segmentation of Human Motion Sequences / Dirk Gehrig ; Andreas Fischer
Author Index
Cognition
Vision, Logic, and Language - Toward Analyzable Encompassing Systems / Hans-Hellmut Nagel
A Computational Model of Human Movement Coordination / Thorsten Stein ; Christian Simonidis ; Wolfgang Seemann ; Hermann Schwameder
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67. Advances in Computation and Intelligence
Zhihua Cai, Chengyu Hu, Takeo Kanade, Zhuo Kang, Yong Liu
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Ant Colony and Particle Swarm Optimization / Section I：
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks / Bingyu You ; Guolong Chen ; Wenzhong Guo
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System / Javad Sohafi-Bonab ; Mehdi Hosseinzadeh Aghdam
GPS Height Fitting Using Gene Expression Programming / Xuezhi Yue ; Zhijian Wu ; Dazhi Jiang ; Kangshun Li
Parameter Evolution for a Particle Swarm Optimization Algorithm / Aimin Zhou ; Guixu Zhang ; Andreas Konstantinidis
The Ant Colony Optimization Algorithm for Multiobjective Optimization Non-compensation Model Problem Staff Selection / Ryszard Tadeusiewicz ; Arkadiusz Lewicki
Differential Evolution / Section II：
A New Self-adaption Differential Evolution Algorithm Based Component Model / Shen Li ; Yuanxiang Li
A Novel Interpolation Method Based on Differential Evolution-Simplex Algorithm Optimized Parameters for Support Vector Regression / Dongmei Zhang ; Wei Liu ; Xue Xu ; Qiao Deng
A Variant of Differential Evolution Based on Permutation Regulation Mechanism / Hui Wang
Differential Evolution Based Band Selection in Hyperspectral Data Classification / Xiaobo Liu ; Chao Yu ; Zhihua Cai
Diversity Analysis of Opposition-Based Differential Evolution-An Experimental Study / Shahryar Rahnamayan ; Jing Wang
Hybrid Differential Evolution Algorithm with Chaos and Generalized Opposition-Based Learning
Self-adapting Differential Evolution Algorithm with Chaos Random for Global Numerical Optimization / Ming Yang ; Jing Guan ; Lu Wang
Section III: Distributed Computing
A Concurrent-Hybrid Evolutionary Algorithms with Multi-child Differential Evolution and Guotao Algorithm Based on Cultural Algorithm Framework / Xia Li ; Kunqi Liu ; Lixiao Ma ; Huanzhe Li
A Hierarchical Distributed Evolutionary Algorithm to TSP / Chengjun Li ; Guangfu Sun ; Songhu Liu
A New Distributed Node Localization Scheme Using a Mobile Beacon / Sheng Xiao ; Changfeng Xing ; Zhangsong Shi
A Novel Multi-Population Genetic Algorithm for Multiple-Choice Multidimensional Knapsack Problems / Qian Zhou ; Wenjian Luo
Comparative Analysis for k-Means Algorithms in Network Community Detection / Jian Liu
Framework for Distributed Evolutionary Algorithms in Computational Grids / Steffen Limmer ; Dietmar Fey
Genetic Algorithms / Section IV：
A Review of Tournament Selection in Genetic Programming / Yongsheng Fang ; Jun Li
Genetic Algorithm for Mixed Chinese Postman Problem / Hua Jiang ; Lishan Kang ; Shuqi Zhang ; Fei Zhu
Hybrid Evolutionary Algorithms Design Based on Their Advantages / Guangming Lin ; Sundong Liu ; Fei Tang ; Huijie Wang
Hybridiz Optimization Genetic Algorithm for QOS-Based Multicast Routing Problem / Yunliang Chen ; Jianzhong Huang ; Changsheng Xie
Retroviral Iterative Genetic Algorithm for Real Parameter Function Optimization Problems / Renato Simões Moreira ; Glauber Duarte Monteiro ; Otávio Noura Teixeira ; átila Siqueira Soares ; Roberto Célio Limão de Oliveira
The RM-MEDA Based on Elitist Strategy / Li Mo ; Guangming Dai ; Jiankai Zhu
Multi-agent Systems / Section V：
A Proactive Perception Model in Agent-Based Software Integration and Evolution / Qingshan Li ; Chengguang Zhao ; Haishun Yun ; Lili Guo
Algorithmic Trading Strategy Optimization Based on Mutual Information Entropy Based Clustering / Feng Wang ; Keren Dong ; Xiaotie Deng
An Improved Similarity Algorithm Based on Hesitation Degree for User-Based Collaborative Filtering / Xiangwei Mu ; Yan Chen ; Jian Yang ; Jingjing Jiang
Intrusion Detection System Based on Support Vector Machine Active Learning and Data Fusion / Man Zhao ; Jing Zhai ; Zhouqian He
Long-Distant Pipeline Emergency Command Decision-Making System Based on Agent / Huagang He ; Man Yang ; Ling Qian
Sales Forecasting Based on ERP System through BP Neural Networks / Min Zhang ; Haifeng Zhang ; Yujuan Huang
Multi-objective and Dynamic Optimization / Section VI：
Capacity Allocation Policy of Third Party Warehousing with Dynamic Optimization / Chang Lin
Dynamical Multi-objective Optimization Using Evolutionary Algorithm for Engineering / Lingling Wang
Faster Convergence and Higher Hypervolume for Multi-objective Evolutionary Algorithms by Orthogonal and Uniform Design / Siwei Jiang
Multi-objective Fuzzy Clustering Method for Image Segmentation Based on Variable-Length Intelligent Optimization Algorithm / Yuanning Fang ; Ziyang Zhen ; Zhiqiu Huang ; Chao Zhang
Perspectives in Dynamic Optimization Evolutionary Algorithm / Zhiqiang Bu ; Bojin Zheng
Robot Intelligence / Section VII：
A Real Time Vision-Based Hand Gestures Recognition System / Lei Shi ; Yangsheng Wang ; Jituo Li
A Virtual Robot Arm Model with Force Feedback and Contact States Identification / Chengjun Chen ; Niu Li
Improving Reading Comprehension Using Knowledge Model / Yue Chen
Modular Robot Path Planning Using Genetic Algorithm Based on Gene Pool / Huaming Zhong ; Zhenhua Li ; Hao Zhang ; and Ni Li
Pathfinder Based on Simulated Annealing for Solving Placement and Routing Problem / Zhangyi Yu ; Sanyou Zeng ; Yan Guo ; Nannan Hu ; Liguo Song
Statistical Learning / Section VIII：
Application of Data Mining in Multi-Geological-Factor Analysis / Jing Chen ; Bian Bian
Applying an Artificial Neural Network to Building Reconstruction / Dong-Min Woo ; Dong-Chul Park ; Hai-Nguyen Ho
Fast Dimension Reduction Based on NMF / Pavel Krömer ; Jan Platoaš ; Václav Snášel
Frequent Words' Grammar Information in Chinese Chunking / Quan Qi ; Li Liu
Multilabel Classification Using Error Correction Codes / Abbas Z. Kouzani
Test-Cost Sensitive Classification Using Greedy Algorithm on Training Data / Chang Wan
System Design / Section IX：
3-D Magnetotelluric Adaptive Finite-Element Modeling / hangsheng Liu ; Yan Yu ; Zhengyong Ren ; Qi Wu
A Study on Modeling Evolutionary Antenna Based on ST-5 Antenna and NEC2 / Yuanyuan Fan ; Qingzhong Liang
A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal Experiment / Jincui Guo ; Jinxin Zou ; Yincheng Wang ; Xiaojuan Zhao ; Liangjiang Yu
Band Structures of Multilayer Films with Randomness / Ping Li ; Zhuo Li ; Yong Liu
Fast Principal Component Analysis Based on Hardware Architecture of Generalized Hebbian Algorithm / Shiow-Jyu Lin ; Yi-Tsan Hung ; Wen-Jyi Hwang
The Data-Based Mathematical Modeling and Parameter Identification in JAK-STAT Signaling Pathway by Using a Hybrid Evolutionary Algorithm / Wei Zhang ; Xiufen Zou
The Research on the Intelligent Interpreter for ISO 14649 Programs / Yu Zhang ; Yongxian Liu ; Xiaolan Bai
Author Index
Ant Colony and Particle Swarm Optimization / Section I：
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks / Bingyu You ; Guolong Chen ; Wenzhong Guo
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System / Javad Sohafi-Bonab ; Mehdi Hosseinzadeh Aghdam
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68. Ambient Intelligence
Boris Ruyter, Monica Divitini, Nikolaos Georgantas, Takeo Kanade, David V. Keyson, Antonio Mana Gomez, Panos Markopoulos, Norbert Streitz, Reiner Wichert
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Automating Routine Tasks in AmI Systems by Using Models at Runtime / Estefanía Serral ; Pedro Valderas ; Vicente Pelechano
Service Obtrusiveness Adaptation / Miriam Gil ; Pau Giner
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation / Cuong Pham ; Thomas Plötz ; Patrick Olivier
Refining Interaction Designs through Simplicity / Pablo Muñoz
Semantic Visualization of Wireless Sensor Networks for Elderly Monitoring / Carsten Stocklöw ; Felix Kamieth
Privacy Management and Control in ATRACO / Bastian Könings ; Björn Wiedersheim ; Michael Weber
Place in Perspective: Extracting Online Information about Points of Interest / Ana O. Alves ; Francisco C. Pereira ; Filipe Rodrigues ; João Oliveirinha
AmbiSec: Securing Smart Spaces Using Entropy Harvesting / Paolo Barsocchi ; Stefano Chessa ; Ivan Martinovic ; Gabriele Oligeri
Taxi-Aware Map: Identifying and Predicting Vacant Taxis in the City / Santi Phithakkitnukoon ; Marco Veloso ; Carlos Bento ; Assaf Biderman ; Carlo Ratti
Dynamic Privacy Management in Pervasive Sensor Networks / Nan-Wei Gong ; Mathew Laibowitz ; Joseph A. Paradiso
Geo-Social Interaction: Context-Aware Help in Large Scale Public Spaces / Nasim Mahmud ; Petr Aksenov ; Ansar-Ul-Haque Yasar ; Davy Preuveneers ; Kris Luyten ; Karin Coninx ; Yolande Berbers
The Operator Guide: An Ambient Persuasive Interface in the Factory / Alexander Meschtscherjakov ; Wolfgang Reitberger ; Florian Pöhr ; Manfred Tscheligi
Reduction of Driver Stress Using AmI Technology while Driving in Motorway Merging Sections / Kashif Zia ; Andreas Riener ; Alois Ferscha
Subjective Difficulty Estimation for Interactive Learning by Sensing Vibration Sound on Desk Panel / Nana Hamaguchi ; Keiko Yamamoto ; Daisuke Iwai ; Kosuke Sato
Ontology Driven Piecemeal Development of Smart Spaces / Eila Ovaska
Exploiting Acoustic Source Localization for Context Classification in Smart Environments / Christian Kleine-Cosack ; Marius H. Hennecke ; Szilárd Vajda ; Gernot A. Fink
Real-Time Gaze Tracking for Public Displays / Andreas Sippl ; Clemens Holzmann ; Doris Zachhuber
An Agent-Based Approach to Care in Independent Living / Boštjan Kaluza ; Violeta Mirchevska ; Erik Dovgan ; Mitja Luštrek ; Matjaz Gams
Making AAL Platforms a Reality / Antonio Kung ; Bruno Jean-Bart
A Unified Architecture for Supporting Direct Tag-Based and Indirect Network-Based Resource Discovery / Simone Mora ; Babak A. Farshchian
Multilevel and Hybrid Architecture for Device Abstraction and Context Information Management in Smart Home Environments / Víctor Peláez ; Roberto González ; Luis Ángel San Martín ; Antonio Campos ; Vanesa Lobato
A Distributed Many-Camera System for Multi-person Tracking / Claus Lenz ; Thorsten Röder ; Martin Eggers ; Sikandar Amin ; Thomas Kisler ; Bernd Radig ; Giorgio Panin ; Alois Knoll
An Open Distributed Framework for Adaptive User Interaction in Ambient Intelligence / Mohammad-Reza Tazari
A Vision-Based System for Object Identification and Information Retrieval in a Smart Home / Raphael Grech ; Dorothy Monekosso ; Deon de Jager ; Paolo Remagnino
SeSaMoNet 2.0: Improving a Navigation System for Visually Impaired People / Ugo Biader Ceipidor ; Carlo Maria Medaglia ; Eliseo Sciarretta
Plugin Driven Architecture for Intelligent Management of Building / Alessandro Olivi ; Roberto Borsini ; Alessandro Bastari
Enhancing the Expressiveness of Fingers: Multi-touch Ring Menus for Everyday Applications / Dietrich Kammer ; Frank Lamack ; Rainer Groh
Privacy Policy Enforcement for Ambient Ubiquitous Services / Were Oyomno ; Pekka Jäppinen ; Esa Kerttula
A Concept for a First Communication Initiation for Ambient Intelligent Industrial Environments / Florian Floerchinger ; Marc Seissler
A Bluetooth-Based Device Management Platform for Smart Sensor Environment / Ivan Boon-Kiat Lim ; Kin Choong Yow
Investigation and Demonstration of Local Positioning System Using Ultrasonic Sensors for Wide Indoor Areas / Takashi Hada ; Hikaru Sunaga ; Masaki Akiyama ; Shigenori Ioroi ; Hiroshi Tanaka
Automatic Pedestrian Detection and Counting Applied to Urban Planning / Thomas Michelat ; Nicolas Hueber ; Pierre Raymond ; Alexander Pichler ; Pascal Schaal ; Bernard Dugaret
This Is Me: Using Ambient Voice Patterns for In-Car Positioning / Michael Feld ; Tim Schwartz ; Christian Müller
Selective Delivery of Points of Interest / Nuno Gil Fonseca ; Luís Rente
Ambient Intelligence Research Landscapes: Introduction and Overview / Norbert Streitz
Challenges and Limitations of Intelligent Ambient Assisted Living Environments / Reiner Wichert
The DFKI Competence Center for Ambient Assisted Living / Jochen Frey ; Christoph Stahl ; Thomas Röfer ; Bernd Krieg-Brückner ; Jan Alexandersson
Intersecting the Architecture of the Internet of Things with the Future Retail Industry / Carsten Magerkurth ; Stephan Haller ; Pascal Hagedorn
On the Role of ExperienceLab in Professional Domain Ambient Intelligence Research / Evert van Loenen ; Richard van de Sluis ; Boris de Ruyter ; Emile Aarts
The Christian Doppler Laboratory on Contextual Interfaces / Thomas Grill ; Marianna Obrist
Workshop on Interaction Techniques in Real and Simulated Assistive Smart Environments / Johannes Schäfer ; Juan-Carlos Naranjo ; Antonella Arca ; Jacopo Aleotti
Workshop on Pervasive Computing and Cooperative Environments in a Global Context / Kirusnapillai Selvarajah ; Neil Speirs
Designing Ambient Interactions - Pervasive Ergonomic Interfaces for Ageing Well (DAI 2010) / Arjan Geven ; Sebastian Prost ; John Soldatos ; Mari Feli Gonzalez
3rd Workshop on Semantic Ambient Media Experience (SAME) - In Conjunction with AmI-2010 / Artur Lugmayr ; Bjoern Stockleben ; Juha Kaario ; Bogdan Pogorelc ; Thomas Risse
Workshop AccessibleTV "Accessible User Interfaces for Future TV Applications" / Volker Hahn ; Pascal Hamisu ; Christopher Jung ; Gregor Heinrich ; Carlos Duarte ; Pat Langdon
First Workshop on Radically Innovative AAL Service / Juan-Pablo Lázaro ; Sergio Guillén
First Workshop on Convergence and Consolidation towards Standard AAL Platform Services / Babak Farshchian ; Marius Mikalsen
Author Index
Automating Routine Tasks in AmI Systems by Using Models at Runtime / Estefanía Serral ; Pedro Valderas ; Vicente Pelechano
Service Obtrusiveness Adaptation / Miriam Gil ; Pau Giner
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation / Cuong Pham ; Thomas Plötz ; Patrick Olivier
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69. Simulation, Modeling, and Programming for Autonomous Robots
Noriaki Ando, Stephen Balakirsky, Thomas Hemker, Takeo Kanade, Monica Reggiani, Oskar Stryk
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Invited Talks
Building Blocks for Mobile Manipulation (Abstract) / Brian P. Gerkey
Natural Human-Robot Interaction (Abstract) / Takayuki Kanda
Robots and the Human (Abstract) / Oussama Khatib
The Modelica Object-Oriented Equation-Based Language and Its OpenModelica Environment with MetaModeling, Interoperability, and Parallel Execution / Peter Fritzson
Simulation
Blender for Robotics: Integration into the Leuven Paradigm for Robot Task Specification and Human Motion Estimation / Koen Buys ; Tinne De Laet ; Ruben Smits ; Herman Bruyninckx
Simulating the C2SM 'Fast' Robot / Robert Codd-Downey ; Michael Jenkin ; Matthew Ansell ; Ho-Kong Ng ; Piotr Jasiobedzki
Extending Open Dynamics Engine for Robotics Simulation / Evan Drumwright ; John Hsu ; Nathan Koenig ; Dylan Shell
Virtual Robot Experimentation Platform V-REP: A Versatile 3D Robot Simulator / Marc Freese ; Surya Singh ; Fumio Ozaki ; Nobuto Matsuhira
Evaluation and Enhancement of Common Simulation Methods for Robotic Range Sensors / Martin Friedmann ; Karen Petersen ; Oskar von Stryk
High Fidelity Sensor Simulations for the Virtual Autonomous Navigation Environment / Chris Goodin ; Phillip J. Durst ; Burhman Gates ; Chris Cummins ; Jody Priddy
GPS/Galileo Testbed Using a High Precision Optical Positioning System / Robin He? ; Klaus Schilling
Validating Vision and Robotic Algorithms for Dynamic Real World Environments / Tobias Kotthäuser ; Bärbel Mertsching
OpenGRASP: A Toolkit for Robot Grasping Simulation / Beatriz León ; Stefan Ulbrich ; Rosen Diankov ; Gustavo Puche ; Markus Przybylski ; Antonio Morales ; Tamim Asfour ; Sami Moisio ; Jeannette Bohg ; James Kuffner ; Rüdiger Dillmann
NERD Neurodynamics and Evolutionary Robotics Development Kit / Christian Rempis ; Verena Thomas ; Ferry Bachmann ; Frank Pasemann
Simulation and Evaluation of Mixed-Mode Environments: Towards Higher Quality of Simulations / Vinay Sachidananda ; Diego Costantini ; Christian Reinl ; Dominik Haumann ; Parag S. Mogre ; Abdelmajid Khelil
Evaluating a Physics Engine as an Ingredient for Physical Reasoning / Erik Weitnauer ; Robert Haschke ; Helge Ritter
Simulating Vehicle Kinematics with SimVis3D and Newton / Jens Wettach ; Daniel Schmidt ; Karsten Berns
Programming
Coordinating Software Components in a Component-Based Architecture for Robotics / Geoffrey Biggs ; Noriaki Ando ; Tetsuo Kotoku
Native Robot Software Framework Inter-operation
Run-Time Management of Component-Based Robot Software from a Command Line
Modelling Behaviour Requirements for Automatic Interpretation, Simulation and Deployment / David Billington ; Vladimir Estivill-Castro ; René Hexel ; Andrew Rock
Implementing Automated Robot Task Planning and Execution Based on Description Logic KB / Joonmyun Cho ; Hyun Kim ; Joochan Sohn
On the Way to High-Level Programming for Resource-Limited Embedded Systems with Golog / Alexander Ferrein ; Gerald Steinbauer
RobustHX-The Robust Middleware Library for Hexor Robots / Konrad Kulakowski ; Piotr Matyasik
RoboComp: A Tool-Based Robotics Framework / Luis Manso ; Pilar Bachiller ; Pablo Bustos ; Pedro Núñez ; Ramón Cintas ; Luis Calderita
Improving a Robotics Framework with Real-Time and High-Performance Features / Jesús Martínez ; Adrián Romero-Garcés
Implementation of Distributed Production System for Heterogeneous Multiprocessor Robotic Systems / Yosuke Matsusaka ; Isao Hara
Robot Programming by Demonstration / Krishna Kumar Narayanan ; Luis Felipe Posada ; Frank Hoffmann ; Torsten Bertram
Design Principles of the Component-Based Robot Software Framework Fawkes / Tim Niemueller ; Daniel Beck ; Gerhard Lakemeyer
Handling Hardware Heterogeneity through Rich Interfaces in a Component Model for Autonomous Robotics / Olena Rogovchenko ; Jacques Malenfant
Design Abstraction and Processes in Robotics: From Code-Driven to Model-Driven Engineering / Christian Schlegel ; Andreas Steck ; Davide Brugali ; Alois Knoll
Applications
Using Simulation to Assess the Effectiveness of Pallet Stacking Methods / Stephen Balakirsky ; Fred Proctor ; Tom Kramer ; Pushkar Kolhe ; Henrik I. Christensen
Analysing Mixed Reality Simulation for Industrial Applications: A Case Study in the Development of a Robotic Screw Remover System / Ian Yen-Hung Chen ; Bruce MacDonald ; Burkhard Wünsche
A Parameterless Biologically Inspired Control Algorithm Robust to Nonlinearities, Dead-Times and Low-Pass Filtering Effects / Fabio DallaLibera ; Shuhei Ikemoto ; Takashi Minato ; Hiroshi Ishiguro ; Emanuele Menegatti ; Enrico Pagello
Exploration Strategies for a Robot with a Continously Rotating 3D Scanner / Elena Digor ; Andreas Birk ; Andreas Nüchter
Validating an Active Stereo System Using USARSim / Sebastian Drews ; Sven Lange ; Peter Protzel
Performance Analysis for Multi-robot Exploration Strategies / Sebastian Frank ; Kim Listmann ; Volker Willert
Dynamic Modeling of the 4 DoF BioRob Series Elastic Robot Arm for Simulation and Control / Thomas Lens ; Jürgen Kunz
Static Balance for Rescue Robot Navigation: Discretizing Rotational Motion within Random Step Environment / Evgeni Magid ; Takashi Tsubouchi
Discovery, Localization and Recognition of Smart Objects by a Mobile Robot / Matteo Danieletto ; Marco Mina ; Alberto Pretto ; Andrea Bardella ; Andrea Zanella ; Pietro Zanuttigh
Simulation for the Optimal Design of a Biped Robot: Analysis of Energy Consumption / Federico Moro ; Giuseppina Gini ; Milos Zefran ; Aleksandar Rodic
Efficient Use of 3D Environment Models for Mobile Robot Simulation and Localization / Andreu Corominas Murtra ; Eduard Trulls ; Josep M. Mirats Tur ; Alberto Sanfeliu
Decision and Coordination Strategies for RoboCup Rescue Agents / Maitreyi Nanjanath ; Alexander J. Erlandson ; Sean Andrist ; Aravind Ragipindi ; Abdul A. Mohammed ; Ankur S. Sharma ; Maria Gini
Swarm Dispersion via Potential Fields, Leader Election, and Counting Hops / Anuraag Pakanati
Compliant Robot Action by Feedforward Emulated Spring Stiffness / Katayon Radkhah ; Stefan Kurowski
Different Approaches in Feeding of a Manufacturing Cell / Claudia Raluca Tudorie
On the Stability of Bipedal Walking / Pieter van Zutven ; Dragan Kostic ; Henk Nijmeijer
An Approach to Close the Gap between Simulation and Real Robots / Yuan Xu ; Heinrich Mellmann ; Hans-Dieter Burkhard
Accelerating Point-Based POMDP Algorithms via Greedy Strategies / Zongzhang Zhang ; Xiaoping Chen
Author Index
Invited Talks
Building Blocks for Mobile Manipulation (Abstract) / Brian P. Gerkey
Natural Human-Robot Interaction (Abstract) / Takayuki Kanda
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70. Modern Approaches in Applied Intelligence
Kishan G. Mehrotra, Moonis Ali, Takeo Kanade, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Association for Computing Machinery-Digital Library.
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet Rodríguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-Martínez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study / Jean-Charles Lamirel ; Raghvendra Mall ; Mumtaz Ahmad
Bayesian and Probabilistic Networks / Section 2：
Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets / Luis Eduarda Garza Castañ ón ; Deneb Robles Guillén
Learning Temporal Bayesian Networks for Power Plant Diagnosis / Pablo Hernandez-Leal ; L. Enrique Sucar ; Jesus A. Gonzalez ; Eduardo F. Morales ; Pablo H. Ibarguengoytia
On the Fusion of Probabilistic Networks / Salem Benferhat ; Faiza Titouna
Methodologies / Section 3：
Basic Object Oriented Genetic Programming / Tony White ; Jinfei Fan ; Franz Oppacher
Inferring Border Crossing Intentions with Hidden Markov Models / Gurmeet Singh ; Kishan.G. Mehrotra ; Chilukuri K. Mohan ; Thyagaraju Damarla
Multimodal Representations, Indexing, Unexpectedness and Proteins / Broderick Crawford ; Ricardo Soto ; Mauricio Montecinos ; Carlos Castro ; Eric Monfroy ; Eric Paquet ; Herna Lydia Viktor
A Generic Approach for Mining Indirect Association Rules in Data Streams / Wen-Yang Lin ; Yon-En Wei ; Chun-Hao Chen
Status Quo Bias in Configuration Systems / Monika Mandl ; Alexander Felfernig ; Juha Tiihonen ; Klaus Isak
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference / Hiromasa Kaneko ; Kimito Funatsu
Network Defense Strategies for Maximization of Network Survivability / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment / Chowdhury Hasan ; Mohammad Adibuzzaman ; Ferdaus Kawsar ; Munirul Haque ; Sheikh Iqbal Ahamed
Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement / Section 4：
A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient / An Zeng ; Qi-Gang Gao ; Dan Pan
A Heuristic Data-Sanitization Approach Based on TF-IDF / Tzung-Pei Hong ; Chun-Wei Lin ; Kuo-Tung Yang ; Shyue-Liang Wang
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels / Chunsheng Yang ; Sylvain Létourneau
Applications of Artificial Intelligence / Section 5：
Automating the Selection of Stories for AI in the News / Liang Dong ; Reid G. Smith ; Bruce G. Buchanan
Diagnosability Study of Technological Systems / Michel Batteux ; Philippe Dague ; Nicolas Rapin ; Philippe Fiani
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality / Andres Bustillo ; Alberto Villar ; Eneko Gorritxategi ; Susana Ferreiro ; Juan J. Rodríguez
Image Processing and Other Applications / Section 6：
Image Region Segmentation Based on Color Coherence Quantization / Guang-Nan He ; Yu-Bin Yang ; Yao Zhang ; Yang Gao ; Lin Shang
Image Retrieval Algorithm Based on Enhanced Relational Graph / Ning Li
Prediction-Oriented Dimensionality Reduction of Industrial Data Sets / Maciej Grzenda
Informative Sentence Retrieval for Domain Specific Terminologies / Jia-Ling Koh ; Chin-Wei Cho
Intelligent Techniques for Document Processing / Section 7：
Factoring Web Tables / David W. Embley ; Mukkai Krishnamoorthy ; George Nagy ; Sharad Seth
Document Analysis Research in the Year 2021 / Daniel Lopresti ; Bart Lamiroy
Markov Logic Networks for Document Layout Correction / Stefano Ferilli ; Teresa M.A. Basile ; Nicola Di Mauro
Extracting General Lists from Web Documents: A Hybrid Approach / Fabio Fumarola ; Tim Weninger ; Rick Barber ; Donato Malerba ; Jiawei Han
Modeling and Support of Cognitive and Affective Human Processes / Section 8：
Towards a Computational Model of the Self-attribution of Agency / Koen Hindriks ; Pascal Wiggers ; Catholijn Jonker ; Willem Haselager
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders / Yara van der Laan ; Jan Treur
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles / Ludmila I. Kuncheva ; Thomas Christy ; Iestyn Pierce ; Sa'ad P. Mansoor
Towards a Fully Computational Model of Web-Navigation / Saraschandra Karanam ; Herre van Oostendorp ; Bipin Indurkhya
Robotics and Navigation / Section 9：
Stairway Detection Based on Single Camera / Motion Stereo ; Danilo Cáceres Hernández ; Taeho Kim ; Kang-Hyun Jo
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures / Yasuharu Hirasawa ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno
Author Index
Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet Rodríguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-Martínez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
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71. Modern Approaches in Applied Intelligence
Kishan G. Mehrotra, Moonis Ali, Takeo Kanade, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Association for Computing Machinery-Digital Library.
出版情報: ACM Digital Library Proceedings , Springer Berlin Heidelberg, 2011
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Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet Rodríguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-Martínez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study / Jean-Charles Lamirel ; Raghvendra Mall ; Mumtaz Ahmad
Bayesian and Probabilistic Networks / Section 2：
Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets / Luis Eduarda Garza Castañ ón ; Deneb Robles Guillén
Learning Temporal Bayesian Networks for Power Plant Diagnosis / Pablo Hernandez-Leal ; L. Enrique Sucar ; Jesus A. Gonzalez ; Eduardo F. Morales ; Pablo H. Ibarguengoytia
On the Fusion of Probabilistic Networks / Salem Benferhat ; Faiza Titouna
Methodologies / Section 3：
Basic Object Oriented Genetic Programming / Tony White ; Jinfei Fan ; Franz Oppacher
Inferring Border Crossing Intentions with Hidden Markov Models / Gurmeet Singh ; Kishan.G. Mehrotra ; Chilukuri K. Mohan ; Thyagaraju Damarla
Multimodal Representations, Indexing, Unexpectedness and Proteins / Broderick Crawford ; Ricardo Soto ; Mauricio Montecinos ; Carlos Castro ; Eric Monfroy ; Eric Paquet ; Herna Lydia Viktor
A Generic Approach for Mining Indirect Association Rules in Data Streams / Wen-Yang Lin ; Yon-En Wei ; Chun-Hao Chen
Status Quo Bias in Configuration Systems / Monika Mandl ; Alexander Felfernig ; Juha Tiihonen ; Klaus Isak
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference / Hiromasa Kaneko ; Kimito Funatsu
Network Defense Strategies for Maximization of Network Survivability / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment / Chowdhury Hasan ; Mohammad Adibuzzaman ; Ferdaus Kawsar ; Munirul Haque ; Sheikh Iqbal Ahamed
Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement / Section 4：
A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient / An Zeng ; Qi-Gang Gao ; Dan Pan
A Heuristic Data-Sanitization Approach Based on TF-IDF / Tzung-Pei Hong ; Chun-Wei Lin ; Kuo-Tung Yang ; Shyue-Liang Wang
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels / Chunsheng Yang ; Sylvain Létourneau
Applications of Artificial Intelligence / Section 5：
Automating the Selection of Stories for AI in the News / Liang Dong ; Reid G. Smith ; Bruce G. Buchanan
Diagnosability Study of Technological Systems / Michel Batteux ; Philippe Dague ; Nicolas Rapin ; Philippe Fiani
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality / Andres Bustillo ; Alberto Villar ; Eneko Gorritxategi ; Susana Ferreiro ; Juan J. Rodríguez
Image Processing and Other Applications / Section 6：
Image Region Segmentation Based on Color Coherence Quantization / Guang-Nan He ; Yu-Bin Yang ; Yao Zhang ; Yang Gao ; Lin Shang
Image Retrieval Algorithm Based on Enhanced Relational Graph / Ning Li
Prediction-Oriented Dimensionality Reduction of Industrial Data Sets / Maciej Grzenda
Informative Sentence Retrieval for Domain Specific Terminologies / Jia-Ling Koh ; Chin-Wei Cho
Intelligent Techniques for Document Processing / Section 7：
Factoring Web Tables / David W. Embley ; Mukkai Krishnamoorthy ; George Nagy ; Sharad Seth
Document Analysis Research in the Year 2021 / Daniel Lopresti ; Bart Lamiroy
Markov Logic Networks for Document Layout Correction / Stefano Ferilli ; Teresa M.A. Basile ; Nicola Di Mauro
Extracting General Lists from Web Documents: A Hybrid Approach / Fabio Fumarola ; Tim Weninger ; Rick Barber ; Donato Malerba ; Jiawei Han
Modeling and Support of Cognitive and Affective Human Processes / Section 8：
Towards a Computational Model of the Self-attribution of Agency / Koen Hindriks ; Pascal Wiggers ; Catholijn Jonker ; Willem Haselager
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders / Yara van der Laan ; Jan Treur
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles / Ludmila I. Kuncheva ; Thomas Christy ; Iestyn Pierce ; Sa'ad P. Mansoor
Towards a Fully Computational Model of Web-Navigation / Saraschandra Karanam ; Herre van Oostendorp ; Bipin Indurkhya
Robotics and Navigation / Section 9：
Stairway Detection Based on Single Camera / Motion Stereo ; Danilo Cáceres Hernández ; Taeho Kim ; Kang-Hyun Jo
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures / Yasuharu Hirasawa ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno
Author Index
Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet Rodríguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-Martínez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
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72. Ambient Intelligence
Boris Ruyter, Monica Divitini, Nikolaos Georgantas, Takeo Kanade, David V. Keyson, Antonio Mana Gomez, Panos Markopoulos, Norbert Streitz, Reiner Wichert
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Automating Routine Tasks in AmI Systems by Using Models at Runtime / Estefanía Serral ; Pedro Valderas ; Vicente Pelechano
Service Obtrusiveness Adaptation / Miriam Gil ; Pau Giner
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation / Cuong Pham ; Thomas Plötz ; Patrick Olivier
Refining Interaction Designs through Simplicity / Pablo Muñoz
Semantic Visualization of Wireless Sensor Networks for Elderly Monitoring / Carsten Stocklöw ; Felix Kamieth
Privacy Management and Control in ATRACO / Bastian Könings ; Björn Wiedersheim ; Michael Weber
Place in Perspective: Extracting Online Information about Points of Interest / Ana O. Alves ; Francisco C. Pereira ; Filipe Rodrigues ; João Oliveirinha
AmbiSec: Securing Smart Spaces Using Entropy Harvesting / Paolo Barsocchi ; Stefano Chessa ; Ivan Martinovic ; Gabriele Oligeri
Taxi-Aware Map: Identifying and Predicting Vacant Taxis in the City / Santi Phithakkitnukoon ; Marco Veloso ; Carlos Bento ; Assaf Biderman ; Carlo Ratti
Dynamic Privacy Management in Pervasive Sensor Networks / Nan-Wei Gong ; Mathew Laibowitz ; Joseph A. Paradiso
Geo-Social Interaction: Context-Aware Help in Large Scale Public Spaces / Nasim Mahmud ; Petr Aksenov ; Ansar-Ul-Haque Yasar ; Davy Preuveneers ; Kris Luyten ; Karin Coninx ; Yolande Berbers
The Operator Guide: An Ambient Persuasive Interface in the Factory / Alexander Meschtscherjakov ; Wolfgang Reitberger ; Florian Pöhr ; Manfred Tscheligi
Reduction of Driver Stress Using AmI Technology while Driving in Motorway Merging Sections / Kashif Zia ; Andreas Riener ; Alois Ferscha
Subjective Difficulty Estimation for Interactive Learning by Sensing Vibration Sound on Desk Panel / Nana Hamaguchi ; Keiko Yamamoto ; Daisuke Iwai ; Kosuke Sato
Ontology Driven Piecemeal Development of Smart Spaces / Eila Ovaska
Exploiting Acoustic Source Localization for Context Classification in Smart Environments / Christian Kleine-Cosack ; Marius H. Hennecke ; Szilárd Vajda ; Gernot A. Fink
Real-Time Gaze Tracking for Public Displays / Andreas Sippl ; Clemens Holzmann ; Doris Zachhuber
An Agent-Based Approach to Care in Independent Living / Boštjan Kaluza ; Violeta Mirchevska ; Erik Dovgan ; Mitja Luštrek ; Matjaz Gams
Making AAL Platforms a Reality / Antonio Kung ; Bruno Jean-Bart
A Unified Architecture for Supporting Direct Tag-Based and Indirect Network-Based Resource Discovery / Simone Mora ; Babak A. Farshchian
Multilevel and Hybrid Architecture for Device Abstraction and Context Information Management in Smart Home Environments / Víctor Peláez ; Roberto González ; Luis Ángel San Martín ; Antonio Campos ; Vanesa Lobato
A Distributed Many-Camera System for Multi-person Tracking / Claus Lenz ; Thorsten Röder ; Martin Eggers ; Sikandar Amin ; Thomas Kisler ; Bernd Radig ; Giorgio Panin ; Alois Knoll
An Open Distributed Framework for Adaptive User Interaction in Ambient Intelligence / Mohammad-Reza Tazari
A Vision-Based System for Object Identification and Information Retrieval in a Smart Home / Raphael Grech ; Dorothy Monekosso ; Deon de Jager ; Paolo Remagnino
SeSaMoNet 2.0: Improving a Navigation System for Visually Impaired People / Ugo Biader Ceipidor ; Carlo Maria Medaglia ; Eliseo Sciarretta
Plugin Driven Architecture for Intelligent Management of Building / Alessandro Olivi ; Roberto Borsini ; Alessandro Bastari
Enhancing the Expressiveness of Fingers: Multi-touch Ring Menus for Everyday Applications / Dietrich Kammer ; Frank Lamack ; Rainer Groh
Privacy Policy Enforcement for Ambient Ubiquitous Services / Were Oyomno ; Pekka Jäppinen ; Esa Kerttula
A Concept for a First Communication Initiation for Ambient Intelligent Industrial Environments / Florian Floerchinger ; Marc Seissler
A Bluetooth-Based Device Management Platform for Smart Sensor Environment / Ivan Boon-Kiat Lim ; Kin Choong Yow
Investigation and Demonstration of Local Positioning System Using Ultrasonic Sensors for Wide Indoor Areas / Takashi Hada ; Hikaru Sunaga ; Masaki Akiyama ; Shigenori Ioroi ; Hiroshi Tanaka
Automatic Pedestrian Detection and Counting Applied to Urban Planning / Thomas Michelat ; Nicolas Hueber ; Pierre Raymond ; Alexander Pichler ; Pascal Schaal ; Bernard Dugaret
This Is Me: Using Ambient Voice Patterns for In-Car Positioning / Michael Feld ; Tim Schwartz ; Christian Müller
Selective Delivery of Points of Interest / Nuno Gil Fonseca ; Luís Rente
Ambient Intelligence Research Landscapes: Introduction and Overview / Norbert Streitz
Challenges and Limitations of Intelligent Ambient Assisted Living Environments / Reiner Wichert
The DFKI Competence Center for Ambient Assisted Living / Jochen Frey ; Christoph Stahl ; Thomas Röfer ; Bernd Krieg-Brückner ; Jan Alexandersson
Intersecting the Architecture of the Internet of Things with the Future Retail Industry / Carsten Magerkurth ; Stephan Haller ; Pascal Hagedorn
On the Role of ExperienceLab in Professional Domain Ambient Intelligence Research / Evert van Loenen ; Richard van de Sluis ; Boris de Ruyter ; Emile Aarts
The Christian Doppler Laboratory on Contextual Interfaces / Thomas Grill ; Marianna Obrist
Workshop on Interaction Techniques in Real and Simulated Assistive Smart Environments / Johannes Schäfer ; Juan-Carlos Naranjo ; Antonella Arca ; Jacopo Aleotti
Workshop on Pervasive Computing and Cooperative Environments in a Global Context / Kirusnapillai Selvarajah ; Neil Speirs
Designing Ambient Interactions - Pervasive Ergonomic Interfaces for Ageing Well (DAI 2010) / Arjan Geven ; Sebastian Prost ; John Soldatos ; Mari Feli Gonzalez
3rd Workshop on Semantic Ambient Media Experience (SAME) - In Conjunction with AmI-2010 / Artur Lugmayr ; Bjoern Stockleben ; Juha Kaario ; Bogdan Pogorelc ; Thomas Risse
Workshop AccessibleTV "Accessible User Interfaces for Future TV Applications" / Volker Hahn ; Pascal Hamisu ; Christopher Jung ; Gregor Heinrich ; Carlos Duarte ; Pat Langdon
First Workshop on Radically Innovative AAL Service / Juan-Pablo Lázaro ; Sergio Guillén
First Workshop on Convergence and Consolidation towards Standard AAL Platform Services / Babak Farshchian ; Marius Mikalsen
Author Index
Automating Routine Tasks in AmI Systems by Using Models at Runtime / Estefanía Serral ; Pedro Valderas ; Vicente Pelechano
Service Obtrusiveness Adaptation / Miriam Gil ; Pau Giner
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation / Cuong Pham ; Thomas Plötz ; Patrick Olivier
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73. Advances in Computation and Intelligence
Zhihua Cai, Chengyu Hu, Takeo Kanade, Zhuo Kang, Yong Liu
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Ant Colony and Particle Swarm Optimization / Section I：
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks / Bingyu You ; Guolong Chen ; Wenzhong Guo
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System / Javad Sohafi-Bonab ; Mehdi Hosseinzadeh Aghdam
GPS Height Fitting Using Gene Expression Programming / Xuezhi Yue ; Zhijian Wu ; Dazhi Jiang ; Kangshun Li
Parameter Evolution for a Particle Swarm Optimization Algorithm / Aimin Zhou ; Guixu Zhang ; Andreas Konstantinidis
The Ant Colony Optimization Algorithm for Multiobjective Optimization Non-compensation Model Problem Staff Selection / Ryszard Tadeusiewicz ; Arkadiusz Lewicki
Differential Evolution / Section II：
A New Self-adaption Differential Evolution Algorithm Based Component Model / Shen Li ; Yuanxiang Li
A Novel Interpolation Method Based on Differential Evolution-Simplex Algorithm Optimized Parameters for Support Vector Regression / Dongmei Zhang ; Wei Liu ; Xue Xu ; Qiao Deng
A Variant of Differential Evolution Based on Permutation Regulation Mechanism / Hui Wang
Differential Evolution Based Band Selection in Hyperspectral Data Classification / Xiaobo Liu ; Chao Yu ; Zhihua Cai
Diversity Analysis of Opposition-Based Differential Evolution-An Experimental Study / Shahryar Rahnamayan ; Jing Wang
Hybrid Differential Evolution Algorithm with Chaos and Generalized Opposition-Based Learning
Self-adapting Differential Evolution Algorithm with Chaos Random for Global Numerical Optimization / Ming Yang ; Jing Guan ; Lu Wang
Section III: Distributed Computing
A Concurrent-Hybrid Evolutionary Algorithms with Multi-child Differential Evolution and Guotao Algorithm Based on Cultural Algorithm Framework / Xia Li ; Kunqi Liu ; Lixiao Ma ; Huanzhe Li
A Hierarchical Distributed Evolutionary Algorithm to TSP / Chengjun Li ; Guangfu Sun ; Songhu Liu
A New Distributed Node Localization Scheme Using a Mobile Beacon / Sheng Xiao ; Changfeng Xing ; Zhangsong Shi
A Novel Multi-Population Genetic Algorithm for Multiple-Choice Multidimensional Knapsack Problems / Qian Zhou ; Wenjian Luo
Comparative Analysis for k-Means Algorithms in Network Community Detection / Jian Liu
Framework for Distributed Evolutionary Algorithms in Computational Grids / Steffen Limmer ; Dietmar Fey
Genetic Algorithms / Section IV：
A Review of Tournament Selection in Genetic Programming / Yongsheng Fang ; Jun Li
Genetic Algorithm for Mixed Chinese Postman Problem / Hua Jiang ; Lishan Kang ; Shuqi Zhang ; Fei Zhu
Hybrid Evolutionary Algorithms Design Based on Their Advantages / Guangming Lin ; Sundong Liu ; Fei Tang ; Huijie Wang
Hybridiz Optimization Genetic Algorithm for QOS-Based Multicast Routing Problem / Yunliang Chen ; Jianzhong Huang ; Changsheng Xie
Retroviral Iterative Genetic Algorithm for Real Parameter Function Optimization Problems / Renato Simões Moreira ; Glauber Duarte Monteiro ; Otávio Noura Teixeira ; átila Siqueira Soares ; Roberto Célio Limão de Oliveira
The RM-MEDA Based on Elitist Strategy / Li Mo ; Guangming Dai ; Jiankai Zhu
Multi-agent Systems / Section V：
A Proactive Perception Model in Agent-Based Software Integration and Evolution / Qingshan Li ; Chengguang Zhao ; Haishun Yun ; Lili Guo
Algorithmic Trading Strategy Optimization Based on Mutual Information Entropy Based Clustering / Feng Wang ; Keren Dong ; Xiaotie Deng
An Improved Similarity Algorithm Based on Hesitation Degree for User-Based Collaborative Filtering / Xiangwei Mu ; Yan Chen ; Jian Yang ; Jingjing Jiang
Intrusion Detection System Based on Support Vector Machine Active Learning and Data Fusion / Man Zhao ; Jing Zhai ; Zhouqian He
Long-Distant Pipeline Emergency Command Decision-Making System Based on Agent / Huagang He ; Man Yang ; Ling Qian
Sales Forecasting Based on ERP System through BP Neural Networks / Min Zhang ; Haifeng Zhang ; Yujuan Huang
Multi-objective and Dynamic Optimization / Section VI：
Capacity Allocation Policy of Third Party Warehousing with Dynamic Optimization / Chang Lin
Dynamical Multi-objective Optimization Using Evolutionary Algorithm for Engineering / Lingling Wang
Faster Convergence and Higher Hypervolume for Multi-objective Evolutionary Algorithms by Orthogonal and Uniform Design / Siwei Jiang
Multi-objective Fuzzy Clustering Method for Image Segmentation Based on Variable-Length Intelligent Optimization Algorithm / Yuanning Fang ; Ziyang Zhen ; Zhiqiu Huang ; Chao Zhang
Perspectives in Dynamic Optimization Evolutionary Algorithm / Zhiqiang Bu ; Bojin Zheng
Robot Intelligence / Section VII：
A Real Time Vision-Based Hand Gestures Recognition System / Lei Shi ; Yangsheng Wang ; Jituo Li
A Virtual Robot Arm Model with Force Feedback and Contact States Identification / Chengjun Chen ; Niu Li
Improving Reading Comprehension Using Knowledge Model / Yue Chen
Modular Robot Path Planning Using Genetic Algorithm Based on Gene Pool / Huaming Zhong ; Zhenhua Li ; Hao Zhang ; and Ni Li
Pathfinder Based on Simulated Annealing for Solving Placement and Routing Problem / Zhangyi Yu ; Sanyou Zeng ; Yan Guo ; Nannan Hu ; Liguo Song
Statistical Learning / Section VIII：
Application of Data Mining in Multi-Geological-Factor Analysis / Jing Chen ; Bian Bian
Applying an Artificial Neural Network to Building Reconstruction / Dong-Min Woo ; Dong-Chul Park ; Hai-Nguyen Ho
Fast Dimension Reduction Based on NMF / Pavel Krömer ; Jan Platoaš ; Václav Snášel
Frequent Words' Grammar Information in Chinese Chunking / Quan Qi ; Li Liu
Multilabel Classification Using Error Correction Codes / Abbas Z. Kouzani
Test-Cost Sensitive Classification Using Greedy Algorithm on Training Data / Chang Wan
System Design / Section IX：
3-D Magnetotelluric Adaptive Finite-Element Modeling / hangsheng Liu ; Yan Yu ; Zhengyong Ren ; Qi Wu
A Study on Modeling Evolutionary Antenna Based on ST-5 Antenna and NEC2 / Yuanyuan Fan ; Qingzhong Liang
A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal Experiment / Jincui Guo ; Jinxin Zou ; Yincheng Wang ; Xiaojuan Zhao ; Liangjiang Yu
Band Structures of Multilayer Films with Randomness / Ping Li ; Zhuo Li ; Yong Liu
Fast Principal Component Analysis Based on Hardware Architecture of Generalized Hebbian Algorithm / Shiow-Jyu Lin ; Yi-Tsan Hung ; Wen-Jyi Hwang
The Data-Based Mathematical Modeling and Parameter Identification in JAK-STAT Signaling Pathway by Using a Hybrid Evolutionary Algorithm / Wei Zhang ; Xiufen Zou
The Research on the Intelligent Interpreter for ISO 14649 Programs / Yu Zhang ; Yongxian Liu ; Xiaolan Bai
Author Index
Ant Colony and Particle Swarm Optimization / Section I：
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks / Bingyu You ; Guolong Chen ; Wenzhong Guo
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System / Javad Sohafi-Bonab ; Mehdi Hosseinzadeh Aghdam
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74. Simulation, Modeling, and Programming for Autonomous Robots
Noriaki Ando, Stephen Balakirsky, Thomas Hemker, Takeo Kanade, Monica Reggiani, Oskar Stryk, Oskar von Stryk
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Invited Talks
Building Blocks for Mobile Manipulation (Abstract) / Brian P. Gerkey
Natural Human-Robot Interaction (Abstract) / Takayuki Kanda
Robots and the Human (Abstract) / Oussama Khatib
The Modelica Object-Oriented Equation-Based Language and Its OpenModelica Environment with MetaModeling, Interoperability, and Parallel Execution / Peter Fritzson
Simulation
Blender for Robotics: Integration into the Leuven Paradigm for Robot Task Specification and Human Motion Estimation / Koen Buys ; Tinne De Laet ; Ruben Smits ; Herman Bruyninckx
Simulating the C2SM 'Fast' Robot / Robert Codd-Downey ; Michael Jenkin ; Matthew Ansell ; Ho-Kong Ng ; Piotr Jasiobedzki
Extending Open Dynamics Engine for Robotics Simulation / Evan Drumwright ; John Hsu ; Nathan Koenig ; Dylan Shell
Virtual Robot Experimentation Platform V-REP: A Versatile 3D Robot Simulator / Marc Freese ; Surya Singh ; Fumio Ozaki ; Nobuto Matsuhira
Evaluation and Enhancement of Common Simulation Methods for Robotic Range Sensors / Martin Friedmann ; Karen Petersen ; Oskar von Stryk
High Fidelity Sensor Simulations for the Virtual Autonomous Navigation Environment / Chris Goodin ; Phillip J. Durst ; Burhman Gates ; Chris Cummins ; Jody Priddy
GPS/Galileo Testbed Using a High Precision Optical Positioning System / Robin He? ; Klaus Schilling
Validating Vision and Robotic Algorithms for Dynamic Real World Environments / Tobias Kotthäuser ; Bärbel Mertsching
OpenGRASP: A Toolkit for Robot Grasping Simulation / Beatriz León ; Stefan Ulbrich ; Rosen Diankov ; Gustavo Puche ; Markus Przybylski ; Antonio Morales ; Tamim Asfour ; Sami Moisio ; Jeannette Bohg ; James Kuffner ; Rüdiger Dillmann
NERD Neurodynamics and Evolutionary Robotics Development Kit / Christian Rempis ; Verena Thomas ; Ferry Bachmann ; Frank Pasemann
Simulation and Evaluation of Mixed-Mode Environments: Towards Higher Quality of Simulations / Vinay Sachidananda ; Diego Costantini ; Christian Reinl ; Dominik Haumann ; Parag S. Mogre ; Abdelmajid Khelil
Evaluating a Physics Engine as an Ingredient for Physical Reasoning / Erik Weitnauer ; Robert Haschke ; Helge Ritter
Simulating Vehicle Kinematics with SimVis3D and Newton / Jens Wettach ; Daniel Schmidt ; Karsten Berns
Programming
Coordinating Software Components in a Component-Based Architecture for Robotics / Geoffrey Biggs ; Noriaki Ando ; Tetsuo Kotoku
Native Robot Software Framework Inter-operation
Run-Time Management of Component-Based Robot Software from a Command Line
Modelling Behaviour Requirements for Automatic Interpretation, Simulation and Deployment / David Billington ; Vladimir Estivill-Castro ; René Hexel ; Andrew Rock
Implementing Automated Robot Task Planning and Execution Based on Description Logic KB / Joonmyun Cho ; Hyun Kim ; Joochan Sohn
On the Way to High-Level Programming for Resource-Limited Embedded Systems with Golog / Alexander Ferrein ; Gerald Steinbauer
RobustHX-The Robust Middleware Library for Hexor Robots / Konrad Kulakowski ; Piotr Matyasik
RoboComp: A Tool-Based Robotics Framework / Luis Manso ; Pilar Bachiller ; Pablo Bustos ; Pedro Núñez ; Ramón Cintas ; Luis Calderita
Improving a Robotics Framework with Real-Time and High-Performance Features / Jesús Martínez ; Adrián Romero-Garcés
Implementation of Distributed Production System for Heterogeneous Multiprocessor Robotic Systems / Yosuke Matsusaka ; Isao Hara
Robot Programming by Demonstration / Krishna Kumar Narayanan ; Luis Felipe Posada ; Frank Hoffmann ; Torsten Bertram
Design Principles of the Component-Based Robot Software Framework Fawkes / Tim Niemueller ; Daniel Beck ; Gerhard Lakemeyer
Handling Hardware Heterogeneity through Rich Interfaces in a Component Model for Autonomous Robotics / Olena Rogovchenko ; Jacques Malenfant
Design Abstraction and Processes in Robotics: From Code-Driven to Model-Driven Engineering / Christian Schlegel ; Andreas Steck ; Davide Brugali ; Alois Knoll
Applications
Using Simulation to Assess the Effectiveness of Pallet Stacking Methods / Stephen Balakirsky ; Fred Proctor ; Tom Kramer ; Pushkar Kolhe ; Henrik I. Christensen
Analysing Mixed Reality Simulation for Industrial Applications: A Case Study in the Development of a Robotic Screw Remover System / Ian Yen-Hung Chen ; Bruce MacDonald ; Burkhard Wünsche
A Parameterless Biologically Inspired Control Algorithm Robust to Nonlinearities, Dead-Times and Low-Pass Filtering Effects / Fabio DallaLibera ; Shuhei Ikemoto ; Takashi Minato ; Hiroshi Ishiguro ; Emanuele Menegatti ; Enrico Pagello
Exploration Strategies for a Robot with a Continously Rotating 3D Scanner / Elena Digor ; Andreas Birk ; Andreas Nüchter
Validating an Active Stereo System Using USARSim / Sebastian Drews ; Sven Lange ; Peter Protzel
Performance Analysis for Multi-robot Exploration Strategies / Sebastian Frank ; Kim Listmann ; Volker Willert
Dynamic Modeling of the 4 DoF BioRob Series Elastic Robot Arm for Simulation and Control / Thomas Lens ; Jürgen Kunz
Static Balance for Rescue Robot Navigation: Discretizing Rotational Motion within Random Step Environment / Evgeni Magid ; Takashi Tsubouchi
Discovery, Localization and Recognition of Smart Objects by a Mobile Robot / Matteo Danieletto ; Marco Mina ; Alberto Pretto ; Andrea Bardella ; Andrea Zanella ; Pietro Zanuttigh
Simulation for the Optimal Design of a Biped Robot: Analysis of Energy Consumption / Federico Moro ; Giuseppina Gini ; Milos Zefran ; Aleksandar Rodic
Efficient Use of 3D Environment Models for Mobile Robot Simulation and Localization / Andreu Corominas Murtra ; Eduard Trulls ; Josep M. Mirats Tur ; Alberto Sanfeliu
Decision and Coordination Strategies for RoboCup Rescue Agents / Maitreyi Nanjanath ; Alexander J. Erlandson ; Sean Andrist ; Aravind Ragipindi ; Abdul A. Mohammed ; Ankur S. Sharma ; Maria Gini
Swarm Dispersion via Potential Fields, Leader Election, and Counting Hops / Anuraag Pakanati
Compliant Robot Action by Feedforward Emulated Spring Stiffness / Katayon Radkhah ; Stefan Kurowski
Different Approaches in Feeding of a Manufacturing Cell / Claudia Raluca Tudorie
On the Stability of Bipedal Walking / Pieter van Zutven ; Dragan Kostic ; Henk Nijmeijer
An Approach to Close the Gap between Simulation and Real Robots / Yuan Xu ; Heinrich Mellmann ; Hans-Dieter Burkhard
Accelerating Point-Based POMDP Algorithms via Greedy Strategies / Zongzhang Zhang ; Xiaoping Chen
Author Index
Invited Talks
Building Blocks for Mobile Manipulation (Abstract) / Brian P. Gerkey
Natural Human-Robot Interaction (Abstract) / Takayuki Kanda
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75. Information Intelligence, Systems, Technology and Management
Sumeet Dua, D. P. Goyal, Sartaj Sahni
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Information Management / 1：
Selection of Outsourcing Agency through AHP and Grey Relational Analysis: A Case Analysis / Debendra Kumar Mahalik
A Study on XML Data Indexing for Web Based Application / Puspha Rani Suri ; Neetu Sardana
Knowledge Sharing Intentions among IT Professionals in India / Binoy Joseph ; Merin Jacob
Critical Success Factors for CRM Implementation: A Study on Indian Banks / Sarika Sharma ; D.P. Goyal
Issues before Indian Small and Medium Scale Enterprises Opting for ERP Implementation / Parijat Upadhyay ; Rana Basu ; Pranab K. Dan
Information Systems / 2：
Steganalysis of Perturbed Quantization Using HBCL Statistics and FR Index / Veena H. Bhat ; S. Krishna ; P. Deepa Shenoy ; K.R. Venugopal ; L.M. Patnaik
A View Recommendation Greedy Algorithm for Materialized Views Selection / T. V. Vijay Kumar ; Mohammad Haider ; Santosh Kumar
Experience Based Software Process Improvement: Have We Found the Silver Bullet? / Neeraj Sharma ; Kawaljeet Singh
Framework for Spatial Query Resolution for Decision Support Using Geospatial Service Chaining and Fuzzy Reasoning / Jayeeta Mukherjee ; Indira Mukherjee ; Soumya Kanti Ghosh
An Ontology Based Approach for Test Scenario Management / P.G. Sapna ; Hrushikesha Mohanty
Creating Value for Businesses by Providing CRM Solutions: A Case of Oracle CRM on Demand / Swati Singh ; Sanjeev Kr. Singh
Societal Responsibility of Business and Information Systems / Hugues Poissonnier ; Claudia Vitari ; Raffi Duymedjian ; Renaud Cornu-Emieux
Application of Vector Quantization in Emotion Recognition from Human Speech / Preeti Khanna ; M. Sasi Kumar
Information Technology / 3：
Fuzzy Time Series Prediction Model / Bindu Garg ; M.M. Sufyan Beg ; A.Q. Ansari ; B.M. Imran
A Novel Relation-Based Probability Algorithm for Page Ranking in Semantic Web Search Engine / C. Deisy ; A.M. Rajeswari ; R.M. Indra ; N. Jayalakshmi ; P.K. Mehalaa Devi
SASM- An Approach towards Self-protection in Grid Computing / Inderpreet Chopra ; Maninder Singh
Change Impact Analysis: A Tool for Effective Regression Testing / Prem Parashar ; Rajesh Bhatia ; Arvind Kalia
Multi-feature Fusion for Closed Set Text Independent Speaker Identification / Gyanendra K. Verma
An Efficient Metamorphic Testing Technique Using Genetic Algorithm / Gagandeep Batra ; Jyotsna Sengupta
Reducing Classification Times for Email Spam Using Incremental Multiple Instance Classifiers / Teng-Sheng Moh ; Nicholas Lee
Resolving Ambiguous Queries via Fuzzy String Matching and Dynamic Buffering Techniques / Olufade F. W. Onifade ; Adenike O. Osofisan
A Deterministic Approach for the Propagation of Computer Virus in the Framework of Linear and Sinusoidal Time Variation of Birth Rate of Virus / Nistala Suresh Rao ; Jamwal Deepshikha
Pre-processed Depth First Search / Rushabh Hathi ; Irfan A. Siddavatam
Healthcare Information Management and Technology / 4：
Soft Computing Model to Predict Average Length of Stay of Patient
Business Intelligence / 5：
Development of Three-Stage Methodology for a Strategy-Based Integrated Dynamics Model from a Value Chain Reconfiguring Perspective / Chung-Chou Tsai ; Sununta Siengthai ; Vilas Wuwongse ; Donyaprueth Krairit
Hybrid Temporal Mining for Finding out Frequent Itemsets in Temporal Databases Using Clustering and Bit Vector Methods / M. Krishnamurthy ; A. Kannan ; R. Baskaran ; G. Bhuvaneswari
Biztool: A Flexible Cloud-Centric Framework for Business Analytics / Amarnath Ayyadurai ; Chitra Babu
Applications / 6：
Service Availability Driven Re-configurable Embedded System Design / Anil Kumar ; Shampa Chakarverty
Comparative Analysis of Impact of Various Global Stock Markets and Determinants on Indian Stock Market Performance - A Case Study Using Multiple Linear Regression and Neural Networks / Avinash Pokhriyal ; Lavneet Singh ; Savleen Singh
Statistical Analysis for Human Authentication Using ECG Waves / Chetana Hegde ; H. Rahul Prabhu ; D.S. Sagar
Qualitative Survey-Based Content Analysis and Validation of Measures of Software Development Team Performance / Amar Nath Chatterjee ; Duraipandian Israel
Computational Modeling of Collaborative Resources Sharing in Grid System / Ayodeji Oluwatope ; Duada Iyanda ; Ganiyu Aderounmu ; Rotimi Adagunodo
A Novel Approach for Combining Experts Rating Scores / Tom Au ; Rong Duan ; Guangqin Ma ; Rensheng Wang
Management Science and Education / 7：
A Collaborative Filtering Based Approach for Recommending Elective Courses / Sanjog Ray ; Anuj Sharma
Architecture of a Library Management System Using Gaia Extended for Multi Agent Systems / Pooja Jain ; Deepak Dahiya
Short Papers / 8：
Interorganizational Information Systems Diffusion: A Social Network Perspective / Laurence Saglietto ; Federico Pigni
Cognitive Models and Its Current Challenges / Mukta Goyal ; Alka Choubey ; Divakar Yadav
Resolving Productivity Paradox of Fully and Partially IT Oriented Banks: Evidence from India / Dhiraj Sharma
Inside Story of Business Process Reengineering in State Bank of Patiala (SBOP): Straight from the Horses' Mouth / Ratinder Kaur
Author Index
Information Management / 1：
Selection of Outsourcing Agency through AHP and Grey Relational Analysis: A Case Analysis / Debendra Kumar Mahalik
A Study on XML Data Indexing for Web Based Application / Puspha Rani Suri ; Neetu Sardana
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76. Intelligent Data Engineering and Automated Learning – IDEAL 2010
Colin Fyfe, Darryl Charles, Cesar Garcia-Osorio, Takeo Kanade, Peter Tino, Hujun Yin
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-García ; Juan Antonio Romero del Castillo ; Nicolás García-Pedrajas
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog
Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl
Cost Optimization of a Localized Irrigation System Using Genetic Algorithms / Mônica Sakuray Pais ; Júlio César Ferreira ; Marconi Batista Teixeira ; Keiji Yamanaka ; Gilberto Arantes Carrijo
Dimension Reduction for Regression with Bottleneck Neural Networks / Elina Parviainen
Analysing Satellite Image Time Series by Means of Pattern Mining / François Petitjean ; Pierre Gançarski ; Florent Masseglia ; Germain Forestier
Sentences Generation by Frequent Parsing Patterns / Takashi Yanagisawa ; Takao Miura ; Isamu Shioya
Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model / Marcin Ciecholewski
On the Power of Topological Kernel in Microarray-Based Detection of Cancer / Vilen Jumutc ; Pawel Zayakin
An Evolutionary Multi-objective Optimization of Market Structures Using PBIL / Xinyang Li ; Andreas Krause
New Application of Graph Mining to Video Analysis / Hisashi Koga ; Tsuji Tomokazu ; Takanori Yokoyama ; Toshinori Watanabe
Classification by Multiple Reducts-kNN with Confidence / Naohiro Ishii ; Yuichi Morioka ; Hiroaki Kimura ; Yongguang Bao
Towards Automatic Classification of Wikipedia Content / Julian Szymanski
Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data / Andrea Guidali ; Elisabetta Binaghi ; Mauro Guglielmin ; Marco Pascale
A Comparison of Three-Voting Methods for Bagging with the MLEM2 Algorithm / Clinton Cohagan ; Jerzy W. Grzymala-Busse ; Zdzislaw S. Hippe
Simplified Self-adapting Skip Lists / Jonathan J. Pittard ; Alan L. Tharp
Multi-Agent Architecture with Support to Quality of Service and Quality of Service and Quality of Control / Jose-Luis Poza-Luján ; Juan-Luis Posadas-Yagüe ; Jose-Enrique Simó-Ten
Robust 1-Norm Soft Margin Smooth Support Vector Machine / Li-Jen Chien ; Yuh-Jye Lee ; Zhi-Peng Kao ; Chih-Cheng Chang
A Generalization of Independence in Naive Bayes Model / Yu Fujimoto ; Noboru Murata
Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification / Ricardo Quislant ; Eladio Gutierrez ; Oscar Plata ; Emilio D. Zapata
Histogram Distance for Similarity Search in Large Time Series Database / Yicun Ouyang ; Feng Zhang
The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces / Kazuteru Miyazaki
Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains / Luke Dicken ; John Levine
The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach / Jorge Loureiro ; Orlando Belo
Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform / Mohammad Ali Kadampur ; Somayajulu D.V.L.N
Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System / Marisa B. Figueiredo ; Ana de Almeida ; Bernardete Ribeiro ; António Martins
Annotation and Retrieval of Cell Images / Maria F. O'Connor ; Arthur Hughes ; Chaoxin Zheng ; Anthony Davies ; Dermot Kelleher ; Khurshid Ahmad
Adaptive Particle Swarm Optimizer for Feature Selection / M.A. Esseghir ; Gilles Goncalves ; Yahya Slimani
A Randomized Sphere Cover Classifier / Reda Younsi ; Anthony Bagnall
Directed Figure Codes with Weak Equality / Wtodzimierz Moczurad
Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks / Lukáš Bajer ; Martin Holena
Relevance of Contextual Information in Compression-Based Text Clustering / Ana Granados ; Rafael Martínez ; David Camacho ; Francisco de Borja Rodríguez
Simple Deterministically Constructed Recurrent Neural Networks / Ali Rodan ; Peter Tino
Non-negative Matrix Factorization Implementation Using Graphic Processing Units / Noel Lopes
A Neighborhood-Based Clustering by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek
Selection of Structures with Grid Optimization, in Multiagent Data Warehouse / Marcin Gorawski ; Stawomir Bankowski ; Michal Gorawski
Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations / Malik Magdon-Ismail ; Jonathan T. Purnell
Learning Negotiation Policies Using IB3 and Bayesian Networks / Gislaine M. Nalepa ; Bráulio C. Ávila ; Fabrício Enembreck ; Edson E. Scalabrin
Trajectory Based Behavior Analysis for User Verification / Hsing-Kuo Pao ; Hong-Yi Lin ; Kuan-Ta Chen ; Junaidillah Fadlil
Discovering Concept Mappings by Similarity Propagation among Substructures / Qi H. Pan ; Fedja Hadzic ; Tharam S. Dillon
Clustering and Visualizing SOM Results / José Alfredo F. Costa
A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors / Piotr Lipinski
Evolution Strategies for Objective Functions with Locally Correlated Variables
Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD / Zareen Mehboob ; Hujun Yin
Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS) Power System Load Model Using an Artificial Neural Network Paradigm / Shonique L. Miller ; Gary L. Lebby ; Ali R. Osareh
An Efficient Approach to Clustering Real-Estate Listings / Maciej Grzenda ; Deepak Thukral
Incremental Update of Cyclic Association Rules / Eya Ben Ahmed
Author Index
Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-García ; Juan Antonio Romero del Castillo ; Nicolás García-Pedrajas
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog
Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl
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77. Intelligent Information and Database Systems
Ngoc Thanh Nguyen, Manh Thanh Le, Jerzy Swiatek
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Keynote Speeches
Selected Problems of the Static Complex Systems Identification / Jerzy Swiatek
Combining and Integrating Advanced IT-Concepts with Semantic Web Technology Mashups Architecture Case Study / Amin Anjomshoaa ; A Min Tjoa ; Andreas Hubmer
Intelligent Database Systems
Web Page Augmentation with Client-Side Mashups as Meta-Querying / Stephan Hagemann ; Gottfried Vossen
Soft Computing Techniques for Intrusion Detection of SQL-Based Attacks / Jaroslaw Skaruz ; Jerzy Pawel Nowacki ; Aldona Drabik ; Franciszek Seredynski ; Pascal Bouvry
Efficiently Querying XML Documents Stored in RDBMS in the Presence of Dewey-Based Labeling Scheme / Moad Maghaydah ; Mehmet A. Orgun
From Data Mining to User Models in Evolutionary Databases / César Andrés ; Manuel Núñez ; Yaofeng Zhang
How to Construct State Registries-Matching Undeniability with Public Security / Przemyslaw Kubiak ; Miroslaw Kutylowski ; Jun Shao
Data Warehouses and Data Mining
Regions of Interest in Trajectory Data Warehouse / Marcin Gorawski ; Pawel Jureczek
AFOPT-Tax: An Efficient Method for Mining Generalized Frequent Itemsets / Yu Xing Mao ; Bai Le Shi
A Novel Method to Find Appropriate ? for DBSCAN / Jamshid Esmaelnejad ; Jafar Habibi ; Soheil Hassas Yeganeh
Towards Semantic Preprocessing for Mining Sensor Streams from Heterogeneous Environments / Jason J. Jung
HOT aSAX: A Novel Adaptive Symbolic Representation for Time Series Discords Discovery / Ninh D. Pham ; Quang Loc Le ; Tran Khanh Dang
The Vector Space Models for Finding Co-occurrence Names as Aliases in Thai Sports News / Thawatchai Suwanapong ; Thanaruk Theeramunkong ; Ekawit Nantajeewarawat
Efficiently Mining High Average Utility Itemsets with a Tree Structure / Chun-Wei Lin ; Tzung-Pei Hong ; Wen-Hsiang Lu
Intelligent Information Retrieval
Human Activity Mining Using Conditional Radom Fields and Self-Supervised Learning / Nguyen Minh The ; Takahiro Kawamura ; Hiroyuki Nakagawa ; Ken Nakayama ; Yasuyuki Tahara ; Akihiko Ohsuga
Visualization of Influenza Protein Segment HA in Manifold Space / Cheng-Yuan Liou ; Wei-Chen Cheng
Going Beyond the Surrounding Text to Semantically Annotate and Search Digital Images / Pakinee Aimmanee ; Shahrul Azman Noah ; Datul Aida Ali ; Arifah Che Alhadi ; Junaidah Mohamad Kassim
Context Oriented Analysis of Web 2.0 Social Network Contents - MindMeister Use-Case / Khue Vo Sao ; Edgar Weippl ; Michael Hollauf
Technologies for Intelligent Information Systems
Generation of a FIR Filter by Means of a Neural Network for Improvement of the Digital Images Obtained Using the Acquisition Equipment Based on the Low Quality CCD Structurecture / Jakub Peksinski ; Grzegorz Mikolajczak
Robust Fuzzy Clustering Using Adaptive Fuzzy Meridians / Tomasz Przybyla ; Janusz Jezewski ; Janusz Wróbel ; Krzysztof Horoba
An Ambient Agent Model Incorporating an Adaptive Model for Environmental Dynamics / Jan Treur ; Muhammad Umair
A New Algorithm for Divisible Load Scheduling with Different Processor Available Times / Amin Shokripour ; Mohamed Othman ; Hamidah Ibrahim
Evolutionary Computational Intelligence in Solving the Fractional Differential Equations / Muhammad Asif Zahoor Raja ; Junaid Ali Khan ; I.M. Qureshi
A Neural Network Optimization-Based Method of Image Reconstruction from Projections / Robert Cierniak
Entrance Detection of Buildings Using Multiple Cues / Suk-Ju Kang ; Hoang-Hon Trinh ; Dae-Nyeon Kim ; Kang-Hyun Jo
Spectrum Sharing with Buffering in Cognitive Radio Networks / Chau Pham Thi Hong ; Youngdoo Lee ; Insoo Koo
Extracting Chemical Reactions from Thai Text for Semantics-Based Information Retrieval / Peerasak Intarapaiboon
Coalition Formation Using Combined Deterministic and Evolutionary Approach / Halina Kwasnicka ; Wojciech Gruszczyk
Applications of Intelligent Systems
A New CBIR System Using SIFT Combined with Neural Network and Graph-Based Segmentation / Nguyen Due Anh ; Pham The Bao ; Bui Ngoc Nam ; Nguyen Huy Hoang
Computer-Aided Car Over-Taking System / Magdalena Baranska
Learning Model for Reducing the Delay in Traffic Grooming Optimization / Viet Minh Nhat Vo
Power Load Forecasting Using Data Mining and Knowledge Discovery Technology / Yongli Wang ; Dongxiao Niu ; Yakun Wang
A Collaborative Framework for Multiagent Systems / Moamin Ahmed ; Mohd Sharifuddin Ahmad ; Mohd Zaliman M. Yusoff
Solving Unbounded Knapsack Problem Based on Quantum Genetic Algorithms / Rung-Ching Chen ; Yun-Hou Huang ; Ming-Hsien Lin
Detecting Design Pattern Using Subgraph Discovery / Ming Qiu ; Qingshan Jiang ; An Gao ; Ergan Chen ; Di Qiu ; Shang Chai
A Fuzzy Time Series-Based Neural Network Approach to Option Price Forecasting / Yungho Leu ; Chien-Pang Lee ; Chen-Chia Hung
Integrated Use of Artificial Neural Networks and Genetic Algorithms for Problems of Alarm Processing and Fault Diagnosis in Power Systems / Paulo Cícero Fritzen ; Ghendy Cardoso Jr. ; João Montagner Zauk ; Adriano Peres de Morais ; Ubiratan H. Bezerra ; Joaquim A.P.M. Beck
Using Data from an AMI-Associated Sensor Network for Mudslide Areas Identification / Cheng-Jen Tang ; Miau Ru Dai
Semantic Web Service Composition System Supporting Multiple Service Description Languages / Nhan Cach Dang ; Duy Ngan Le ; Thanh Tho Quan ; Minh Nhut Nguyen
Forecasting Tourism Demand Based on Improved Fuzzy Time Series Model / Hung-Lieh Chou ; Jr-Shian Chen ; Ching-Hsue Cheng ; Hia Jong Teoh
Weighted Fuzzy Time Series Forecasting Model / Jia- Wen Wang ; Jing- Wei Liu
A System for Assisting English Oral Proficiency - A Case Study of the Elementary Level of General English Proficiency Test (GEPT) in Taiwan / Chien-Hsien Huang ; Huey-Ming Lee
Verification of Stored Security Data in Computer System / Heng-Sheng Chen ; Tsang- Yean Lee
Ant Colony Clustering Using Mobile Agents as Ants and Pheromone / Masashi Mizutani ; Munehiro Takimoto ; Yasushi Kambayashi
Mining Source Codes to Guide Software Development / Sheng-Kuei Hsu ; Shi-Jen Lin
Forecasting Stock Market Based on Price Trend and Variation Pattern / Chung-Ho Su ; Tai-Liang Chen ; Hung-Hsing Chiang
Intelligent Prebuffering Using Position Oriented Database for Mobile Devices / Ondrej Krejcar
Author Index
Keynote Speeches
Selected Problems of the Static Complex Systems Identification / Jerzy Swiatek
Combining and Integrating Advanced IT-Concepts with Semantic Web Technology Mashups Architecture Case Study / Amin Anjomshoaa ; A Min Tjoa ; Andreas Hubmer
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78. KI 2010: Advances in Artificial Intelligence
Rüdiger Dillmann, Jürgen Beyerer, Uwe D. Hanebeck, Takeo Kanade, Tanja Schultz
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Cognition
Vision, Logic, and Language - Toward Analyzable Encompassing Systems / Hans-Hellmut Nagel
A Computational Model of Human Movement Coordination / Thorsten Stein ; Christian Simonidis ; Wolfgang Seemann ; Hermann Schwameder
BiosignalsStudio: A Flexible Framework for Biosignal Capturing and Processing / Dominic Heger ; Felix Putze ; Christoph Amma ; Michael Wand ; Igor Plotkin ; Thomas Wielatt ; Tanja Schultz
Local Adaptive Extraction of References / Peter Kluegl ; Andreas Hotho ; Frank Puppe
Logic-Based Trajectory Evaluation in Videos / Nicola Pirlo
Human-Machine Interaction
A Testbed for Adaptive Human-Robot Collaboration / Alexandra Kirsch ; Yuxiang Chen
Human Head Pose Estimation using Multi-Appearance Features / Norbert Schmitz ; Gregor Zolynski ; Karsten Berns
Online Full Body Human Motion Tracking Based on Dense Volumetric 3D Reconstructions from Multi Camera Setups / Tobias Feldmann ; Ioannis Mihailidis ; Sebastian Schulz ; Dietrich Paulus ; Annika Wörner
On-line Handwriting Recognition with Parallelized Machine Learning Algorithms / Sebastian Bothe ; Thomas Gärtner ; Stefan Wrobel
Planning Cooperative Motions of Cognitive Automobiles Using Tree Search Algorithms / Christian Frese ; Jürgen Beyerer
Static Preference Models for Options with Dynamic Extent / Thomas Bauereiß ; Stefan Mandl ; Bernd Ludwig
Towards User Assistance for Documents via Interactional Semantic Technology / Andrea Kohlhase
Knowledge
Flexible Concept-Based Argumentation in Dynamic Scenes / Jörn Sprado ; Björn Gottfried ; Otthein Herzog
Focused Belief Revision as a Model of Fallible Relevance-Sensitive Perception / Haythem O. Ismail ; Nasr Kasrin
Multi-context Systems with Activation Rules
Pellet-HeaRT- Proposal of an Architecture for Ontology Systems with Rules / Grzegorz J. Nalepa ; Weronika T. Furmanska
Putting People's Common Sense into Knowledge Bases of Household Robots / Lars Kunze ; Moritz Tenorth ; Michael Beetz
Recognition and Visualization of Music Sequences Using Self-Organizing Feature Maps / Tobias Hein ; Oliver Kramer
Searching for Locomotion Patterns that Suffer from Imprecise Details
World Modeling for Autonomous Systems / Ioana Gheta ; Michael Heizmann ; Andrey Belkin
Machine Learning and Data Mining
A Probabilistic MajorClust Variant for the Clustering of Near-Homogeneous Graphs / Oliver Niggemann ; Volker Lohweg ; Tim Tack
Acceleration of DBSCAN-Based Clustering with Reduced Neighborhood Evaluations / Andreas Thom
Adaptive ?-greedy Exploration in Reinforcement Learning Based on Value Differences / Michel Tokic
Learning the Importance of Latent Topics to Discover Highly Influential News Items / Ralf Krestel ; Bhaskar Mehta
Methods for Automated High-Throughput Toxicity Testing Using Zebrafish Embryos / Rüdiger Alshut ; Jessica Legradi ; Urban Liebel ; Lixin Yang ; Jos van Wezel ; Uwe Strähle ; Ralf Mikut ; Markus Reischl
Visualizing Dissimilarity Data Using Generative Topographic Mapping / Andrej Gisbrecht ; Bassam Mokbel ; Alexander Hasenfuss ; Barbara Hammer
Planing and Reasoning
An Empirical Comparison of Some Multiobjective Graph Search Algorithms / Enrique Machuca ; Lorenzo Mandow ; Jose L. Pérez de la Cruz ; Amparo Ruiz-Sepúlveda
Completeness for Generalized First-Order LTL / Norihiro Kamide
Instantiating General Games Using Prolog or Dependency Graphs / Peter Kissmann ; Stefan Edelkamp
Plan Assessment for Autonomous Manufacturing as Bayesian Inference / Paul Maier ; Dominik Jain ; Stefan Waldherr ; Martin Sachenbacher
Positions, Regions, and Clusters: Strata of Granularity in Location Modelling / Hedda R. Schmidtke ; Michael Beigl
Soft Evidential Update via Markov Chain Monte Carlo Inference
Strongly Solving Fox-and-Geese on Multi-Core CPU / Hartmut Messerschmidt
The Importance of Statistical Evidence for Focussed Bayesian Fusion / Jennifer Sander ; Jonas Krieger
The Shortest Path Problem Revisited: Optimal Routing for Electric Vehicles / Andreas Artmeier ; Julian Haselmayr ; Martin Leucker
Robotics
A Systematic Testing Approach for Autonomous Mobile Robots Using Domain-Specific Languages / Martin Proetzsch ; Fabian Zimmermann ; Robert Eschbach ; Johannes Kloos
Collision Free Path Planning for Intrinsic Safety of Multi-fingered SDH-2 / Thomas Haase ; Heinz Wörn
Dynamic Bayesian Networks for Learning Interactions between Assistive Robotic Walker and Human Users / Mitesh Patel ; Jaime Valls Miro ; Gamini Dissanayake
From Neurons to Robots: Towards Efficient Biologically Inspired Filtering and SLAM / Niko Sünderhauf ; Peter Protzel
Haptic Object Exploration Using Attention Cubes / Nicolas Gorges ; Peter Fritz
Task Planning for an Autonomous Service Robot / Thomas Keller ; Patrick Eyerich ; Bernhard Nebel
Towards Automatic Manipulation Action Planning for Service Robots / Steffen W. Ruehl ; Zhixing Xue ; Thilo Kerscher ; Rüdiger Dillmann
Towards Opportunistic Action Selection in Human-Robot Cooperation / Thibault Kruse
Trajectory Generation and Control for a High-DOF Articulated Robot with Dynamic Constraints / Marc Spirig ; Ralf Kaestner ; Dizan Vasquez ; Roland Siegwart
Adaptive Motion Control: Dynamic Kick for a Humanoid Robot / Yuan Xu ; Heinrich Mellmann
Special Session: Situation, Intention and Action Recognition
An Extensible Modular Recognition Concept That Makes Activity Recognition Practical / Martin Berchtold ; Matthias Budde
Online Workload Recognition from EEG Data During Cognitive Tests and Human-Machine Interaction
Situation-Specific Intention Recognition for Human-Robot Cooperation / Peter Krauthausen ; Uwe D. Hanebeck
Towards High-Level Human Activity Recognition through Computer Vision and Temporal Logic / Joris Ijsselmuiden ; Rainer Stiefelhagen
Towards Semantic Segmentation of Human Motion Sequences / Dirk Gehrig ; Andreas Fischer
Author Index
Cognition
Vision, Logic, and Language - Toward Analyzable Encompassing Systems / Hans-Hellmut Nagel
A Computational Model of Human Movement Coordination / Thorsten Stein ; Christian Simonidis ; Wolfgang Seemann ; Hermann Schwameder
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79. Machine Learning and Knowledge Discovery in Databases
José Luis Balcázar, Francesco Bonchi, Aristides Gionis, Takeo Kanade, Michèle Sebag
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Invited Talks (Abstracts)
Mining Billion-Node Graphs: Patterns, Generators and Tools / Christos Faloutsos
Structure Is Informative: On Mining Structured Information Networks / Jiawei Han
Intelligent Interaction with the Real World / Leslie Pack Kaelbling
Mining Experimental Data for Dynamical Invariants - From Cognitive Robotics to Computational Biology / Hod Lipson
Hierarchical Learning Machines and Neuroscience of Visual Cortex / Tomaso Poggio
Formal Theory of Fun and Creativity / Jürgen Schmidhuber
Regular Papers
Porting Decision Tree Algorithms to Multicore Using FastFlow / Marco Aldinucci ; Salvatore Ruggieri ; Massimo Torquati
On Classifying Drifting Concepts in P2P Networks / Hock Hee Ang ; Vivekanand Gopalkrishnan ; Wee Keong Ng ; Steven Hoi
A Unified Approach to Active Dual Supervision for Labeling Features and Examples / Josh Attenberg ; Prem Melville ; Foster Provost
Vector Field Learning via Spectral Filtering / Luca Baldassarre ; Lorenzo Rosasco ; Annalisa Barla ; Alessandro Verri
Weighted Symbols-Based Edit Distance for String-Structured Image Classification / Cécile Barat ; Christophe Ducottet ; Elisa Fromont ; Anne-Claire Legrand ; Marc Sebban
A Concise Representation of Association Rules Using Minimal Predictive Rules / Iyad Batal ; Milos Hauskrecht
Euclidean Distances, Soft and Spectral Clustering on Weighted Graphs / François Bavaud
Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering in Dynamic Bayesian Networks / Eva Besada-Portas ; Sergey M. Plis ; Jesus M. de la Cruz ; Terran Lane
Leveraging Bagging for Evolving Data Streams / Albert Bifet ; Geoff Holmes ; Bernhard Pfahringer
ITCH: Information-Theoretic Cluster Hierarchies / Christian Böha ; Frank Fiedler ; Annahita Oswald ; Claudia Plant ; Bianca Wackersreuther ; Peter Wackersreuther
Coniunge et Impera: Multiple-Graph Mining for Query-Log Analysis / Ilaria Bordino ; Debora Donato ; Ricardo Baeza- Yates
Process Mining Meets Abstract Interpretation / J. Carmona ; J. Cortadella
Smarter Sampling in Model-Based Bayesian Reinforcement Learning / Pablo Samuel Castro ; Doina Precup
Predicting Partial Orders: Ranking with Abstention / Weiwei Cheng ; Michaël Rademaker ; Bernard De Baets ; Eyke Hüllermeier
Predictive Distribution Matching SVM for Multi-domain Learning / Chun-Wei Seah ; Ivor W. Tsang ; Yew-Soon Ong ; Kee-Khoon Lee
Kantorovich Distances between Rankings with Applications to Rank Aggregation / Stéphan Clémençon ; Jérémie Jakubowicz
Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition / Somayeh Danafar ; Arthur Gretton
Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss / Krzysztof Dembczynski ; Willem Waegeman
Clustering Vessel Trajectories with Alignment Kernels under Trajectory Compression / Gerben de Vries ; Maarten van Someren
Adaptive Bases for Reinforcement Learning / Dotan Di Castro ; Shie Mannor
Constructing Nonlinear Discriminants from Multiple Data Views / Tom Diethe ; David Roi Hardoon ; John Shawe-Taylor
Learning Algorithms for Link Prediction Based on Chance Constraints / Janardhan Rao Doppa ; Jun Yu ; Prasad Tadepalli ; Lise Getoor
Sparse Unsupervised Dimensionality Reduction Algorithms / Wenjun Dou ; Guang Dai ; Congfu Xu ; Zhihua Zhang
Asking Generalized Queries to Ambiguous Oracle / Jun Du ; Charles X. Ling
Analysis of Large Multi-modal Social Networks: Patterns and a Generator / Nan Du ; Hao Wang
A Cluster-Level Semi-supervision Model for Interactive Clustering / Avinava Dubey ; Indrajit Bhattacharya ; Shantanu Godbole
Software-Defect Localisation by Mining Dataflow-Enabled Call Graphs / Frank Eichinger ; Klaus Krogmann ; Roland Klug ; Klemens Böhm
Induction of Concepts in Web Ontologies through Terminological Decision Trees / Nicola Fanizzi ; Claudia d'Amato ; Floriana Esposito
Classification with Sums of Separable Functions / Jochen Garcke
Feature Selection for Reinforcement Learning: Evaluating Implicit State-Reward Dependency via Conditional Mutual Information / Hirotaka Hachiya ; Masashi Sugiyama
Bagging for Biclustering: Application to Microarray Data / Blaise Hanczar ; Mohamed Nadif
Hub Gene Selection Methods for the Reconstruction of Transcription Networks / José Miguel Hernández-Lobato ; Tjeerd M.H. Dijkstra
Expectation Propagation for Bayesian Multi-task Feature Selection / Daniel Hernández-Lobato ; Thibault Helleputte ; Pierre Dupont
Graphical Multi-way Models / Ilkka Huopaniemi ; Tommi Suvitaival ; Matej Orešic ; Samuel Kaski
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval / Zakria Hussain ; Alex P. Leung ; Kitsuchart Pasupa ; David R. Hardoon ; Peter Auer ; John Shawe- Taylor
Graph Regularized Transductive Classification on Heterogeneous Information Networks / Ming Ji ; Yizhou Sun ; Marina Danilevsky ; Jing Gao
Temporal Maximum Margin Markov Network / Xiaoqian Jiang ; Bing Dong ; Latanya Sweeney
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration / Tobias Jung ; Peter Stone
Author Index
Invited Talks (Abstracts)
Mining Billion-Node Graphs: Patterns, Generators and Tools / Christos Faloutsos
Structure Is Informative: On Mining Structured Information Networks / Jiawei Han
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80. Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Kishan G. Mehrotra, Moonis Ali, Takeo Kanade, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Association for Computing Machinery-Digital Library., Chilukuri Krishna Mohan
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet Rodríguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-Martínez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study / Jean-Charles Lamirel ; Raghvendra Mall ; Mumtaz Ahmad
Bayesian and Probabilistic Networks / Section 2：
Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets / Luis Eduarda Garza Castañ ón ; Deneb Robles Guillén
Learning Temporal Bayesian Networks for Power Plant Diagnosis / Pablo Hernandez-Leal ; L. Enrique Sucar ; Jesus A. Gonzalez ; Eduardo F. Morales ; Pablo H. Ibarguengoytia
On the Fusion of Probabilistic Networks / Salem Benferhat ; Faiza Titouna
Methodologies / Section 3：
Basic Object Oriented Genetic Programming / Tony White ; Jinfei Fan ; Franz Oppacher
Inferring Border Crossing Intentions with Hidden Markov Models / Gurmeet Singh ; Kishan.G. Mehrotra ; Chilukuri K. Mohan ; Thyagaraju Damarla
Multimodal Representations, Indexing, Unexpectedness and Proteins / Broderick Crawford ; Ricardo Soto ; Mauricio Montecinos ; Carlos Castro ; Eric Monfroy ; Eric Paquet ; Herna Lydia Viktor
A Generic Approach for Mining Indirect Association Rules in Data Streams / Wen-Yang Lin ; Yon-En Wei ; Chun-Hao Chen
Status Quo Bias in Configuration Systems / Monika Mandl ; Alexander Felfernig ; Juha Tiihonen ; Klaus Isak
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference / Hiromasa Kaneko ; Kimito Funatsu
Network Defense Strategies for Maximization of Network Survivability / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment / Chowdhury Hasan ; Mohammad Adibuzzaman ; Ferdaus Kawsar ; Munirul Haque ; Sheikh Iqbal Ahamed
Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement / Section 4：
A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient / An Zeng ; Qi-Gang Gao ; Dan Pan
A Heuristic Data-Sanitization Approach Based on TF-IDF / Tzung-Pei Hong ; Chun-Wei Lin ; Kuo-Tung Yang ; Shyue-Liang Wang
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels / Chunsheng Yang ; Sylvain Létourneau
Applications of Artificial Intelligence / Section 5：
Automating the Selection of Stories for AI in the News / Liang Dong ; Reid G. Smith ; Bruce G. Buchanan
Diagnosability Study of Technological Systems / Michel Batteux ; Philippe Dague ; Nicolas Rapin ; Philippe Fiani
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality / Andres Bustillo ; Alberto Villar ; Eneko Gorritxategi ; Susana Ferreiro ; Juan J. Rodríguez
Image Processing and Other Applications / Section 6：
Image Region Segmentation Based on Color Coherence Quantization / Guang-Nan He ; Yu-Bin Yang ; Yao Zhang ; Yang Gao ; Lin Shang
Image Retrieval Algorithm Based on Enhanced Relational Graph / Ning Li
Prediction-Oriented Dimensionality Reduction of Industrial Data Sets / Maciej Grzenda
Informative Sentence Retrieval for Domain Specific Terminologies / Jia-Ling Koh ; Chin-Wei Cho
Intelligent Techniques for Document Processing / Section 7：
Factoring Web Tables / David W. Embley ; Mukkai Krishnamoorthy ; George Nagy ; Sharad Seth
Document Analysis Research in the Year 2021 / Daniel Lopresti ; Bart Lamiroy
Markov Logic Networks for Document Layout Correction / Stefano Ferilli ; Teresa M.A. Basile ; Nicola Di Mauro
Extracting General Lists from Web Documents: A Hybrid Approach / Fabio Fumarola ; Tim Weninger ; Rick Barber ; Donato Malerba ; Jiawei Han
Modeling and Support of Cognitive and Affective Human Processes / Section 8：
Towards a Computational Model of the Self-attribution of Agency / Koen Hindriks ; Pascal Wiggers ; Catholijn Jonker ; Willem Haselager
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders / Yara van der Laan ; Jan Treur
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles / Ludmila I. Kuncheva ; Thomas Christy ; Iestyn Pierce ; Sa'ad P. Mansoor
Towards a Fully Computational Model of Web-Navigation / Saraschandra Karanam ; Herre van Oostendorp ; Bipin Indurkhya
Robotics and Navigation / Section 9：
Stairway Detection Based on Single Camera / Motion Stereo ; Danilo Cáceres Hernández ; Taeho Kim ; Kang-Hyun Jo
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures / Yasuharu Hirasawa ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno
Author Index
Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet Rodríguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-Martínez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
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81. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
Eyke H?llermeier, Frank Hoffmann, Rudolf Kruse
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Data Analysis Applications
Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions / Edwin Lughofer ; Vicente Macián ; Carlos Guardiola ; Erich Peter Klement
Coping with Uncertainty in Temporal Gene Expressions Using Symbolic Representations / Silvana Badaloni ; Marco Falda
Olive Trees Detection in Very High Resolution Images / Juan Moreno-Garcia ; Luis Jimenez Linares ; Luis Rodriguez-Benitez ; Cayetano J. Solana-Cipres
A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties / Pouria Sadeghi-Tehran ; Plamen Angelov ; Ramin Ramezani
Soft Concept Hierarchies to Summarise Data Streams and Highlight Anomalous Changes / Trevor Martin ; Yun Shen ; Andrei Majidian
Using Enriched Ontology Structure for Improving Statistical Models of Gene Annotation Sets / Frank Rügheimer
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques / André S. Fialho ; Federico Cismondi ; Susana M. Vieira ; João M.C. Sousa ; Shane R. Reti ; Michael D. Howell ; Stan N. Finkelstein
Obtaining the Compatibility between Musicians Using Soft Computing / Teresa Leon ; Vicente Liern
Consistently Handling Geographical User Data: Context-Dependent Detection of Co-located POIs / Guy De Tré ; Antoon Bronselaer ; Tom Matthé ; Nico Van de Weghe ; Philippe De Maeyer
Intelligent Databases
A Model Based on Outranking for Database Preference Queries / Patrick Bosc ; Olivier Pivert ; Grégory Smits
Incremental Membership Function Updates / Narjes Hachani ; Imen Derbel ; Habib Ounelli
A New Approach for Comparing Fuzzy Objects / Yasmina Bashon ; Daniel Neagu ; Mick J. Ridley
Generalized Fuzzy Comparators for Complex Data in a Fuzzy Object-Relational Database Management System / Juan Miguel Medina ; Carlos D. Barranco ; Jesús R. Campaña ; Sergio Jaime-Castillo
The Bipolar Semantics of Querying Null Values in Regular and Fuzzy Databases: Dealing with Inapplicability
Describing Fuzzy DB Schemas as Ontologies: A System Architecture View / Carmen Martínez-Cruz ; Ignacio J. Blanco ; M. Amparo Vila
Using Textual Dimensions in Data Warehousing Processes / M.J. Martín-Bautista ; C. Molina ; E. Tejeda
Information Fusion
Uncertainty Estimation in the Fusion of Text-Based Information for Situation Awareness / Kellyn Rein ; Ulrich Schade ; Silverius Kawaletz
Aggregation of Partly Inconsistent Preference Information / Rudolf Felix
Risk Neutral Valuations Based on Partial Probabilistic Information / Andrea Capotorti ; Giuliana Regoli ; Francesca Vattari
A New Contextual Discounting Rule for Lower Probabilities / Sebastien Destercke
The Power Average Operator for Information Fusion / Ronald R. Yager ; 208
Performance Comparison of Fusion Operators in Bimodal Remote Sensing Snow Detection / Aureli Soria-Frisch ; Antonio Repucci ; Laura Moreno ; Marco Caparrini
Color Recognition Enhancement by Fuzzy Merging / Vincent Bombardier ; Emmanuel Schmitt ; Patrick Charpentier
Towards a New Generation of Indicators for Consensus Reaching Support Using Type-2 Fuzzy Sets / Witold Pedrycz ; Janusz Kacprzyk ; Stawomir Zadrozny
Decision Support
Modelling Collective Choices
Multiagent Decision Making, Fuzzy Prevision, and Consensus / Antonio Maturo ; Aldo G.S. Ventre
A Categorical Approach to the Extension of Social Choice Functions / Patrik Eklund ; Mario Fedrizzi ; Hannu Nurmi
Signatures for Assessment, Diagnosis and Decision-Making in Ageing
Fuzzy Decision Theory
A Default Risk Model in a Fuzzy Framework / Hiroshi Inoue ; Masatoshi Miyake
On a Fuzzy Weights Representation for Inner Dependence AHP / Shin-ichi Ohnishi ; Takahiro Yamanoi ; Hideyuki Imai
Different Models with Fuzzy Random Variables in Single-Stage Decision Problems / Luis J. Rodríguez-Muñiz ; Miguel López-Díaz
Applications in Finance
A Neuro-Fuzzy Decision Support System for Selection of Small Scale Business / Rajendra Akerkar ; Priti Srinivas Sajja
Bond Management: An Application to the European Market / José Manuel Brotons
Estimating the Brazilian Central Bank's Reaction Function by Fuzzy Inference System / Ivette Luna ; Leandro Maciel ; Rodrigo Lanna F. da Silveira ; Rosangela Ballini
Fuzzy Systems
Philosophical Aspects
Do Uncertainty and Fuzziness Present Themselves (and Behave) in the Same Way in Hard and Human Sciences? / Settimo Termini
Some Notes on the Value of Vagueness in Everyday Communication / Nora Kluck
On Zadeh's "The Birth and Evolution of Fuzzy Logic" / Yücel Yüksel
Complexity and Fuzziness in 20th Century Science and Technology / Rudolf Seising
Educational Software of Fuzzy Logic and Control / José Galindo ; Enrique León-González
Fuzzy Numbers
A Fuzzy Distance between Two Fuzzy Numbers / Saeid Abbasbandy ; Saeide Hajighasemi
On the Jaccard Index with Degree of Optimism in Ranking Fuzzy Numbers / Nazirah Ramli ; Daud Mohamad
Negation Functions in the Set of Discrete Fuzzy Numbers / Jaume Casasnovas ; J. Vicente Riera
Trapezoidal Approximation of Fuzzy Numbers Based on Sample Data / Przemyslaw Grzegorzewski
Multiple Products and Implications in Interval-Valued Fuzzy Set Theory / Glad Deschrijver
Fuzzy Ontology and Information Granulation: An Approach to Knowledge Mobilisation / Christer Carlsson ; Matteo Brunelli ; Jozsef Mezei
Adjoint Pairs on Interval-Valued Fuzzy Sets / Jesús Medina
Fuzzy Arithmetic
Optimistic Arithmetic Operators for Fuzzy and Gradual Intervals - Part I: Interval Approach / Reda Boukezzoula ; Sylvie Galichet
Optimistic Arithmetic Operators for Fuzzy and Gradual Intervals - Part II: Fuzzy and Gradual Interval Approach
Model Assessment Using Inverse Fuzzy Arithmetic / Thomas Haag ; Michael Hanss
New Tools in Fuzzy Arithmetic with Fuzzy Numbers / Luciano Stefanini
Fuzzy Equations
Application of Gaussian Quadratures in Solving Fuzzy Fredholm Integral Equations / M. Khezerloo ; Tofigh Allahviranloo ; Soheil Salahshour ; M. Khorasani Kiasari ; S. Haji Ghasemi
Existence and Uniqueness of Solutions of Fuzzy Volterra Integro-differential Equations / M. Khorasany
Expansion Method for Solving Fuzzy Fredholm-Volterra Integral Equations / S. Khezerloo ; M. Khorasan Kiasary
Solving Fuzzy Heat Equation by Fuzzy Laplace Transforms / Elnaz Haghi
A New Approach for Solving First Order Fuzzy Differential Equation
Soft Computing Applications
Image Processing
A Comparison Study of Different Color Spaces in Clustering Based Image Segmentation / Aranzazu Jurio ; Miguel Pagola ; Mikel Galar ; Carlos Lopez-Molina ; Daniel Paternain
Retrieving Texture Images Using Coarseness Fuzzy Partitions / Jesús Chamorro-Martínez ; Pedro Manuel Martínez-Jiménez ; Jose Manuel Soto-Hidalgo
A Fuzzy Regional-Based Approach for Detecting Cerebrospinal Fluid Regions in Presence of Multiple Sclerosis Lesions / Francesc Xavier Aymerich ; Eduard Montseny ; Pilar Sobrevilla ; Alex Rovira
Probabilistic Scene Models for Image Interpretation / Alexander Bauer
Motion Segmentation Algorithm for Dynamic Scenes over H.264 Video / L. Jimenez-Linares
Using Stereo Vision and Fuzzy Systems for Detecting and Tracking People / Rui Paúl ; Eugenia Aguirre ; Miguel García-Silvente ; Rafael Muñoz-Salinas
Privacy and Security
Group Anonymity / Oleg Chertov ; Dan Tavrov
Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity / Sergio Martínez ; Aida Valls ; David Sánchez
Addressing Complexity in a Privacy Expert System / Siani Pearson
Privacy-Protected Camera for the Sensing Web / Ikuhisa Mitsugami ; Masayuki Mukunoki ; Yasutomo Kawanishi ; Hironori Hattori ; Michihiko Minoh
Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability / Karim Tabia ; Philippe Leray
The Sensing Web
Structuring and Presenting the Distributed Sensory Information in the Sensing Web / Rin-ichiro Taniguchi ; Atsushi Shimada ; Yuji Kawaguchi ; Yousuke Miyata ; Satoshi Yoshinaga
Evaluation of Privacy Protection Techniques for Speech Signals / Kazumasa Yamamoto ; Seiichi Nakagawa
Digital Diorama: Sensing-Based Real-World Visualization / Takumi Takehara ; Yuta Nakashima ; Naoko Nitta ; Noboru Babaguchi
Personalizing Public and Privacy-Free Sensing Information with a Personal Digital Assistant / Takuya Kitade ; Yasushi Hirano ; Shoji Kajita ; Kenji Mase
The Open Data Format and Query System of the Sensing Web / Naruki Mitsuda ; Tsuneo Ajisaka
See-Through Vision: A Visual Augmentation Method for Sensing-Web / Yuichi Ohta ; Yoshinari Kameda ; Itaru Kitahara ; Masayuki Hayashi ; Shinya Yamazaki
Manufacturing and Scheduling
Manufacturing Virtual Sensors at Caterpillar, Inc. / Timothy J. Felty ; James R. Mason ; Anthony J. Grichnik
Modelling Low-Carbon UK Energy System Design through 2050 in a Collaboration of Industry and the Public Sector / Christopher Heaton ; Rod Davies
A Remark on Adaptive Scheduling of Optimization Algorithms / Krisztián Balázs ; László T. Kóczy
An Adaptive Fuzzy Model Predictive Control System for the Textile Fiber Industry / Stefan Berlik ; Maryam Nasiri
Methodology for Evaluation of Linked Multidimensional Measurement System with Balanced Scorecard / Yutaka Kigawa ; Kiyoshi Nagata ; Fuyume Sai ; Michio Amagasa
Predictive Probabilistic and Possibilistic Models Used for Risk Assessment of SLAs in Grid Computing / Robert Fullér
Author Index
Data Analysis Applications
Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions / Edwin Lughofer ; Vicente Macián ; Carlos Guardiola ; Erich Peter Klement
Coping with Uncertainty in Temporal Gene Expressions Using Symbolic Representations / Silvana Badaloni ; Marco Falda
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82. Hybrid Artificial Intelligent Systems
David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
Case-Based Argumentation Infrastructure for Agent Societies / Jaume Jordán ; Stella Heras ; Vicente Julián
The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses / Piotr Skupin ; Mieczyslaw Metzger
Agent Capability Taxonomy for Dynamic Environments / Jorge Agüero ; Miguel Rebollo ; Carlos Carrascosa
Modeling Internet as a User-Adapted Speech Service / David Griol ; Javier Carbó ; José Manuel Molina
HAIS Applications
Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling / Ricardo Cruz ; Andrés Ortiz ; Ana M. Barbancho ; Isabel Barbancho
Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis / IL-Ho Yang ; Min-Seok Kim ; Byung-Min So ; Myung-Jae Kim ; Ha-Jin Yu
Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting / Andrés Sanz-García ; Julio Fernández-Ceniceros ; Fernando Antoñanzas-Torres ; F. Javier Matínez-de-Pisón-Ascacibar
A Social Network-Based Approach to Expert Recommendation System / Elnaz Davoodi ; Mohsen Afsharchi ; Keivan Kianmehr
Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata / Javier de Lope ; Darío Maravall ; Yadira Quiñonez
Lipreading Procedure for Liveness Verification in Video Authentication Systems / Agnieszka Owczarek ; Krzysztof Slot
Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight / S. Zeghlache ; D. Saigaa ; K. Kara ; Abdelghani Harrag ; A. Bouguerra
Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option / Giuliano Armano ; Camelia Chira ; Nima Hatami
Spontaneous Facial Expression Recognition: Automatic Aggression Detection / Ewa Piatkowska ; Jerzy Martyna
A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities / Virginia Yannibelli ; Analía Amandi
Hunting for Fraudsters in Random Forests / R.M. Konijn ; W. Kowalczyk
Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process / Vladimir Bukhtoyarov ; Eugene Semenkin ; Andrey Shabalov
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks / Rattan Priya ; Bruno Feres de Souza ; André L.D. Rossi ; André C.P.L.F. de Carvalho
Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution / Dragan Simic ; Svetlana Simic
Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation / Yuchen Liu ; Kai Xiao ; Alei Liang ; Haibing Guan
A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm / Liang Pang
Cluster Analysis
k-Means Clustering of Asymmetric Data / Dominik Olszewski
A Max Metric to Evaluate a Cluster / Hosein Alizadeh ; Hamid Parvin ; Sajad Parvin ; Zahra Rezaei ; Moslem Mohamadi
Nearest Cluster Classifier / Behrouz Minaei
Diffusion Maps for the Description of Meteorological Data / Ángela Fernández ; Ana M. González ; Julia Díaz ; José R. Dorronsoro
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees / Marcin Blachnik ; Miroslaw Kordos
Data Mining and Knowledge Discovery
Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm / Jungan Chen ; Feng Liang ; Zhaoxi Fang
White Box Classification of Dissimilarity Data / Barbara Hammer ; Bassam Mokbel ; Frank-Michael Schleif ; Xibin Zhu
On Ensemble Classifiers for Noninstrusive Appliance Load Monitoring / Oliver Kramer ; O. Wilken ; P. Beenken ; A. Hein ; A. Hüwel ; T. Klingenberg ; C. Meinecke ; T. Raabe ; M. Sonnenschein
Lee Path Replanner for Partially-Known Environments / Maciej Polanczyk ; Przemyslaw Baranski ; Michal Strzelecki
Stroke Based Handwritten Character Recognition / D. Álvarez ; R. Fernández ; L. Sánchez
KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs / Aniello Minutolo ; Massimo Esposito ; Giuseppe De Pietro
Integration of Intelligent Information Technologies Ensembles for Modeling and Classification / Pavel Galushin
Fusion of Modular Bayesian Networks for Context-Aware Decision Making / Seung-Hyun Lee ; Sung-Bae Cho
Evolutionary Computation
Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator / Miguel Cárdenas-Montes ; Miguel A. Vega-Rodríguez ; Antonio Gómez-Iglesias
Hybrid Multi-objective Machine Learning Classification in Liver Transplanation / M. Pérez-Ortiz ; M. Cruz-Ramírez ; J.C. Fernández-Caballero ; C. Hervás-Martínez
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy / Jerzy Piotrowski ; Szymon Bialka ; Slawomir Golak ; Tadeusz Wieczorek
Evolutionary Neural Networks for Product Design Tasks / Angela Bernardini ; Javier Asensio ; José Luis Olazagoitia ; Jorge Biera
An Incremental Hypersphere Learning Framework for Protein Membership Prediction / Noel Lopes ; Daniel Correia ; Carlos Pereira ; Bernardete Ribeiro ; António Dourado
An Evolutionary Approach to Generate Solutions for Conflict Scenarios / Davide Carneiro ; Cesar Analide ; Paulo Novais ; José Neves
Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue / José L. Guerrero ; Antonio Berlanga
Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution / Christoph Bergmeir ; Isaac Triguero ; Francisco Velasco ; José Manuel Benítez
ReactGA - The Search Space Transformation for the Local Optimum Escaping / Radoslaw Ziembinski
Learning Algorithms
PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data / Xiaohui Wu ; Meishuang Tang ; Junfeng Yao ; Shuiyuan Lin ; Zhe Xiang ; Guoli Ji
How to Reduce Dimension while Improving Performance / A. Bouchelaghem ; M. Drif ; N. Harrag
On How Percolation Threshold Affects PSO Performance / Blanca Cases ; Alicia D'Anjou ; Abdelmalik Moujahid
Pollen Grains Contour Analysis on Verification Approach / Norma Monzón García ; Víctor Alfonso Elizondo Chaves ; Juan Carlos Briceño ; Carlos M. Travieso
Modelling Stress Recognition in Conflict Resolution Scenarios / Marco Gomes
Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint / F. Javier Martínez-de-Pisón-Ascacibar
A Hybrid Classical Approach to a Fixed-Charged Transportation Problem / Camelia-M. Pintea ; Corina Pop Sitar ; Mara Hajdu-Macelaru ; Pop Petrica
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints / Juan Carlos Figueroa-García ; Germán Hernandez
Systems, Man, and Cybernetics by HAIS
Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques / Ramón Ferreiro García ; José Luis Calvo Rolle ; Francisco Javier Pérez Castelo
Modeling an Operating System Based on Agents / Javier Palanca Cámara ; Marti Navarro ; Estefania Argente ; Ana Garcia-Fornes
An Empirical Comparison of Some Approximate Methods for Graph Coloring / Israel Rebollo-Ruiz ; Manuel Graña
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kimematics Problems / Patryk Filipiak ; Krzysztof Michalak ; Piotr Lipinski
Non-linear Data Stream Compression: Foundations and Theoretical Results / Alfredo Cuzzocrea ; Hendrik Decker
Reasoning with Qualitative Velocity: Towards a Hybrid Approach / J. Golinska-Pilarek ; E. Muñoz-Velasco
Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification / Lei Zhang ; Lin Wang ; Xujiewen Wang ; Keke Liu ; Ajith Abraham
Improving Evolved Alphabet Using Tabu Set / Jan Platos ; Pavel Kromer
Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds / Mostafa A. Salama ; Aboul Ella Hassanien ; Aly A. Fahmy ; Vaclav Snasel
A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control / José Luis Calvo-Rolle ; Emilio Corchado ; Héctor Quintian-Pardo ; Jesús Ángel Román ; Pedro Antonio Hernández
SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases / Harleen Kaur ; Ritu Chauhan ; Mohd. Afshar Alam ; Syed Aljunid ; Mohd. Salleh
Author Index
Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
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83. Rough Sets and Current Trends in Computing
Marcin Szczuka, Qinghua Hu, Richard Jensen, Takeo Kanade, Marzena Kryszkiewicz, Sheela Ramanna
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Keynote Talks
Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski
RSCTC 2010 Discovery Challenge
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment / Marcin Wojnarski ; Andrzej Janusz ; Hung Son Nguyen ; Jan Bazan ; ChuanJiang Luo ; Ze Chen ; Feng Hu ; Guoyin Wang ; Lihe Guan ; Huan Luo ; Juan Gao ; Yuanxia Shen ; Vladimir Nikulin ; Tian-Hsiang Huang ; Geoffrey J. McLachlan ; Matko Bošnjak ; Dragan Gamberger
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments / Sebastian Stawicki ; Piotr Wojnarowski
Clustering
Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis / Indrajit Saha ; Dariusz Plewczynski ; Ujjwal Maulik ; Sanghamitra Bandyopadhyay
Probabilistic Rough Entropy Measures in Image Segmentation / Dariusz Matyszko ; Jarostaw Stepaniuk
Distance Based Fast Hierarchical Clustering Method for Large Datasets / Bidyut Kr. Patra ; Neminath Hubballi ; Santosh Biswas ; Sukumar Nandi
TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek
Multimedia and Telemedicine: Soft Computing Applications
Vehicle Classification Based on Soft Computing Algorithms / Piotr Dalka ; Andrzej Czyzewski
Controlling Computer by Lip Gestures Employing Neural Networks
Computer Animation System Based on Rough Sets and Fuzzy Logic / Piotr Szczuko
Adaptive Phoneme Alignment Based on Rough Set Theory / Konstantinos Avdelidis ; Charalampos Dimoulas ; George Kalliris ; George Papanikolaou
Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing / Pawel Zwan ; Katarzyna Kaszuba ; Bozena Kostek
Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News / Kazimierz Choros ; Piotr Pawlaczyk
Combined Learning Methods and Mining Complex Data
Combining Multiple Classification or Regression Models Using Genetic Algorithms
Argument Based Generalization of MODLEM Rule Induction Algorithm / Krystyna Napierata ; Jerzy Stefanowski
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble / Jerzy Blaszczynski ; Magdalena Deckert ; Szymon Wilk
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples
Tracking Recurrent Concepts Using Context / João Bártolo Gomes ; Ernestina Menasalvas ; Pedro A.C. Sousa
Support Feature Machine for DNA Microarray Data / Tomasz Maszczyk ; Wlodzislaw Duch
Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together? / Dominik Slezak ; Sebastian Widz
Improving Co-training with Agreement-Based Sampling / Jin Huang ; Jelber Sayyad Shirabad ; Stan Matwin ; Jiang Su
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data / William Klement ; Martin Michalowski ; Ken Farion
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity, into Classification of Gene Expression Data / Torsten Schön ; Alexey Tsymbal ; Martin Huber
Rough Sets: Logical and Mathematical Foundations
A Fuzzy View on Rough Satisfiability / Anna Gomolinska
Rough Sets in Terms of Discrete Dynamical Systems / Marcin Wolski
A Preference-Based Multiple-Source Rough Set Model / Md. Aquil Khan ; Mohua Banerjee
Classification of Dynamics in Rough Sets / Davide Ciucci
Relational Granularity for Hypergraphs / John G. Stell
Perceptual Tolerance Intersection / Piotr Wasilewski ; James F. Peters ; Sheela Ramanna
Rough Approximations: Foundations and Methodologies
Categories of Directions and Rough Set Approximation Operators / Murat Diker
Approximations and Classifiers / Andrzej Skowron ; Jaroslaw Stepaniuk
A Note on a Formal Approach to Rough Operators / Adam Grabowski ; Magdalena Jastrzebska
Communicative Approximations as Rough Sets / Abhinav Pathak ; Gopal Krishna ; Amitabha Mukerjee|317
On the Correctness of Rough-Set Based Approximate Reasoning / Patrick Doherty ; Andrzej Szalas
Unit Operations in Approximation Spaces / Zbigniew Bonikowski
Machine Learning: Methodologies and Algorithms
Weighted Nearest Neighbor Classification via Maximizing Classification Consistency / Pengfei Zhu ; Qinghua Hu ; Yongbin Yang
Rough Set-Based Incremental Learning Approach to Face Recognition / Xuguang Chen ; Wojciech Ziarko
A Comparison of Dynamic and Static Belief Rough Set Classifier / Salsabil Trabelsi ; Zied Elouedi ; Pawan Lingras
Rule Generation in Lipski's Incomplete Information Databases / Hiroshi Sakai ; Michinori Nakata
A Fast Randomisation Test for Rule Significance / Ivo Düntsch ; Günther Gediga
Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging
Learnability in Rough Set Approaches / Marcin Szelag
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts / Igor Chikalov ; Mikhail Moshkov ; Beata Zielosko
An Extension of Rough Set Approximation to Flow Graph Based Data Analysis / Doungrat Chitcharoen ; Puntip Pattaraintakorn
Credibility Coefficients Based on SVM / Roman Podraza ; Bartosz Janeczek
On Algorithm for Building of Optimal ?-Decision Trees / Abdulaziz Alkhalid
Layered Approximation Approach to Knowledge Elicitation in Machine Learning / Tuan Trung Nguyen
Multiagent Systems
Configuration Management of Mobile Agents Based on SNMP / Michal Komorowski
Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network / Chung-Ming Ou ; C.R. Ou
Distributed Default Logic for Context-A ware Computing in Multi-Agent Systems / Dominik Ryzko ; Henryk Rybinski
A Novel Approach to Default Reasoning for MAS / Przemyslaw Wiech
A Platform for the Evaluation of Automated Argumentation Strategies / Piotr S. Kosmicki
Emerging Intelligent Technologies and Net-Centric Applications
Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images / EunJong Park ; SungHwan Jeong ; Joon Whoan Lee
The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach / Yang-Chieh Chin ; Chaio-Chen Chang ; Chiun-Sin Lin ; Gwo-Hshiung Tzeng
Fault Effects Analysis and Reporting System for Dependability Evaluation / Piotr Gawkowski ; Monika Anna Kuczynska ; Agnieszka Komorowska
Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm / Sónia M. Almeida-Luz ; Miguel A. Vega-Rodríguez ; Juan A. Gómez-Pulido ; Juan M. Sánchez-Pérez
Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations / R. Rajendra Prasath
Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits / Piotr M. Marusak
Classification and Decision Support Applications
Biometric-Based Authentication System Using Rough Set Theory / Hala S. Own ; Waheeda Al-Mayyan ; Hussein Zedan
Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions / Daryl H. Hepting ; Richard Spring ; Timothy Maciag ; Katherine Arbuthnott
Random Musical Bands Playing in Random Forests / Miron B. Kursa ; Elzbieta Kubera ; Witold R. Rudnicki ; Alicja A. Wieczorkowska
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification / Jerzy W. Grzymala-Busse ; Shantan R. Marepally ; Yiyu Yao
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts / Urszula Stanczyk
Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures / Xin Zhang ; Wenxin Jiang ; Zbigniew W. Ras ; Rory Lewis
Rough Sets for Solving Classification Problems in Computational Neuroscience / Tomasz G. Smolinski ; Astrid A. Prinz
Towards Approximate SQL - Infobright's Approach / Marcin Kowalski
A Protein Classifier Based on SVM by Using the Voxel Based Descriptor / Georgina Mirceva ; Andreja Naumoski ; Danco Davcev
Intelligent Methods in Optimization and Control
Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity / Maciej Lawrynczuk
Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm / Edyta Hetmaniok ; Damian Slota ; Adam Zielonka
Application of Fuzzy Wiener Models in Efficient MPC Algorithms
Multicriteria Subjective Reputation Management Model / Michal Majdan ; Wlodzimierz Ogryczak
Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring / Xiaomin Zhao ; Ming J. Zuo ; Tejas Patel
Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks / Zbigniew Tarapata ; Rafal Kasprzyk
Granularity and Granular Systems
Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language / Linh Anh Nguyen
Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications / Shoji Hirano ; Shusaku Tsumoto
Information Systems in Modeling Interactive Computations on Granules
Distributed Representations to Detect Higher Order Term Correlations in Textual Content / Pinar Öztürk ; Hans Moen
Author Index
Keynote Talks
Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski
84.

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84. Computational Collective Intelligence. Technologies and Applications
Jeng-Shyang Pan, Shyi-Ming Chen, Takeo Kanade, Ngoc Thanh Nguyen
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Collective Intelligence in Web Systems - Web Systems Analysis
Neuro-Fuzzy Models in Global HTTP Request Distribution / Krzysztof Zatwarnicki
Real Anomaly Detection in Telecommunication Multidimensional Data Using Data Mining Techniques / Kazimierz Choros
Time Series Forecasting of Web Performance Data Monitored by MWING Multiagent Distributed System / Leszek Borzemski ; Maciej Drwal
Comparison and Analysis of the Eye Pointing Methods and Applications / Piotr Chynal ; Janusz Sobecki
Abstraction Relations between Internal and Behavioural Agent Models for Collective Decision Making / Alexei Sharpanskykh ; Jan Treur
Quick Response System Using Collaborative Filtering on Fashion E-Business / Kyung-Yong Chung ; Chang-Woo Song ; Kee-Wook Rim ; Jung-Hyun Lee
Intelligent Computing for Data Security
An Ownership Verification Scheme by Using Image Pinned Field and Genetic Algorithm / Mn-Ta Lee ; Hsuan-Ting Chang ; Mu-Liang Wang
Multiple-Image Multiplexing Encryption Based on Modified Gerchberg-Saxton Algorithm and Phase Modulation in Fractional Fourier Transform Domain / Hone-Ene Hwang
Optical Image Encryption Based on Joint Fresnel Transform Correlator / Zong-Yu Wu
Communication and Trust in the Bounded Confidence Model / M.J. Krawczyk ; K. Malarz ; R. Korff ; K. Kulakowski
Detection of Image Region-Duplication with Rotation and Scaling Tolerance / Qiumin Wu ; Shuozhong Wang ; Xinpeng Zhang
Smart Clustering Techniques
An Extensible Particles Swarm Optimization for Energy-Effective Cluster Management of Underwater Sensor Networks / Mong-Fong Horng ; Yi-Ting Chen ; Shu-Chuan Chu ; Jeng-Shyang Pan ; Bin- Yih Liao
The 3D Display and Analysis of the Pattern of Photolithography / Lih-Shyang Chen ; Young-Jinn Lay ; Lian-Yong Lin ; Jing-Jou Tang ; Wen-Lin Cheng ; Yu-Jen Lin
Geometrically Invariant Image Watermarking Using Scale-Invariant Feature Transform and K-Means Clustering / Huawei Tian ; Yao Zhao ; Rongrong Ni
DenVOICE: A New Density-Partitioning Clustering Technique Based on Congregation of Dense Voronoi Cells for Non-spherical Patterns / Jui-Fang Chang
Semantic Search Results Clustering / Krzysztof Strzalka ; Aleksander Zgrzywa
Trend Detection on Thin-Film Solar Cell Technology Using Cluster Analysis and Modified Data Crystallization / Tzu-Fu Chiu ; Chao-Fu Hong ; Yu-Ting Chiu
Quality of Semantic Compression in Classification / Dariusz Ceglarek ; Konstanty Haniewicz ; Wojciech Rutkowski
Web Service
Realizes Three-Tier Structure Mail System Based on the Web / Jun-Hua He ; Jing-Yuan Lu
Secure Collaborative Cloud Design for Global USN Services / Tien-Dung Nguyen ; Md. Motaharul Islam ; Aymen Al-Saffar ; Jun-Young Park ; Eui-Nam Huh
Mining on Terms Extraction from Web News / Li-Fu Hsu
Inter-cloud Data Integration System Considering Privacy and Cost / Yuan Tian ; Biao Song ; Junyoung Park
A Semantic Web Approach to Heterogeneous Metadata Integration / Shu-Hsien Liao ; Hong-Chu Huang ; Ya-Ning Chen
Quantitative Management of Technology (I)
Fuzzy Multi-objective Programming Application for Time-Cost Trade-off of CPM in Project Management / Gino K. Yang
A Study on Two-Stage Budget Planning by Fuzzy Quantifying Analysis / Wayne Chouhuang
Hybrid Support Vector Regression and GA/TS for Radio-Wave Path-Loss Prediction / Kuo-Chen Hung ; Kuo-Ping Lin ; Y.-C. Tsai
Inventory Model with Fractional Brownian Motion Demand / Jennifer Shu-Jen Lin
Note on Inventory Model with a Stochastic Demand / Yu-Wen Wou
A GA-Based Support Vector Machine Diagnosis Model for Business Crisis / Ming-Fen Yang ; Huey-Der Hsiao
Agent System
A Book-Agent System for Library Marketing / Toshiro Minami
Adaptive Modelling of Social Decision Making by Agents Integrating Simulated Behaviour and Perception Chains
Modeling Agent-Based Collaborative Process / Moamin Ahmed ; Mohd Sharifuddin Ahmad ; Mohd Zaliman M. Yusoff
A Three-Dimensional Abstraction Framework to Compare Multi-agent System Models / Tibor Bosse ; Mark Hoogendoorn ; Michel C.A. Klein
Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System / Alina Momot ; Bozena Malysiak-Mrozek ; Stanislaw Kozielski ; Dariusz Mrozek ; Lukasz Hera ; Sylwia Górczynska-Kosiorz ; Michal Momot
Modeling.Super Mirroring Functionality in Action Execution, Imagination, Mirroring, and Imitation / Monique Hendriks
CCI-Based Optimization Models
Cellular GEP-Induced Classifiers / Joanna Jedrzejowicz ; Piotr Jedrzejowicz
Cluster Integration for the Cluster-Based Instance Selection / Ireneusz Czarnowski
Comparative Study of the Differential Evolution and Approximation Algorithms for Computing Optimal Mixed Strategies in Zero-Sum Games / Urszula Boryczka ; Przemyslaw Juszczuk
Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization / Jan Kozak
A Cross-Entropy Based Population Learning Algorithm for Multi-mode Resource-Constrained Project Scheduling Problem with Minimum and Maximum Time Lags / Aleksander Skakovski
Evaluation of Agents Performance within the A-Team Solving RCPSP/Max Problem / Ewa Ratajczak-Ropel
Synchronous vs. Asynchronous Cooperative Approach to Solving the Vehicle Routing Problem / Dariusz Barbucha
Quantitative Management of Technology (II)
Development of an Engineering Knowledge Extraction Framework / Chengter Ho
Exploring EFL Taiwanese University Students' Perceptions of a Collaborative CALL Environment / Yen-Hui Wang ; Chia-Nan Wang
Performance Evaluation of Telecommunication Industry between China and Taiwan / Yao-Lang Chang ; Tsung-Ting Shih ; Chih-Hong Wang
Discuss and Analyze by AHP Techniques the KSF of Managing the NMMBA under the BOT Model / Wen-Ching Lin ; Ying-Fung Huang
A DEA Application Model of Production Process for the Chip Resistor Industry / Hsi-Che Teng ; Shin-Jung Wang ; Ming-Haur Shih
Enhancing Repair Service Quality of Mobile Phones by the TRIZ Method / Shu-Chin Lai
Fuzzy Logic and Its Applications
Adaptive Learning Approach of Fuzzy Logic Controller with Evolution for Pursuit-Evasion Games / Hung-Chien Chung ; Jing-Sin Liu
Comparison of Multispectral Image Processing Techniques to Brain MR Image Classification between Fuzzy C-Mean Method and Geodesic Active Contours of Caselles Level Set Method / Yen-Sheng Chen ; Shao-Hsien Chen ; Chun-Chih Chang
Modeling PVT Properties of Crude Oil Systems Using Type-2 Fuzzy Logic Systems / Sunday Olusanya Olatunji ; Ali Selamat ; Abdul Azeez Abdul Raheem
An Extensional Signed Fuzzy Measure of Signed Rho-Fuzzy Measure / Hsiang-Chuan Liu
Adaptive Fuzzy Neural Network Control for Automatic Landing System / Jih-Gau Juang ; Li-Hsiang Chien
Author Index
Collective Intelligence in Web Systems - Web Systems Analysis
Neuro-Fuzzy Models in Global HTTP Request Distribution / Krzysztof Zatwarnicki
Real Anomaly Detection in Telecommunication Multidimensional Data Using Data Mining Techniques / Kazimierz Choros
85.

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85. Computational Collective Intelligence. Technologies and Applications
Jeng-Shyang Pan, Shyi-Ming Chen, Takeo Kanade, Ngoc Thanh Nguyen
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Intelligent Computing for Image Analysis (I)
Feature Analysis and Classification of Lymph Nodes / Chuan- Yu Chang ; Shu-Han Chang ; Shao-Jer Chen
Automatic and Accurate Image Matting / Wu-Chih Hu ; Deng-Yuan Huang ; Ching-Yu Yang ; Jia-Jie Jhu ; Cheng-Pin Lin
Improved DCT-Based Watermarking through Particle Swarm Optimization / Chih-Chin Lai ; Wei-Shun Wang ; Ci-Fong Jhan
A New Adaptive B-spline VFC Snake for Object Contour Extraction / Hoang-Nam Nguyen ; An-Chen Lee
Algorithm for Computational Measure of Color Constancy / S.J. Jerome Teng
Intelligent Digital Watermarking and Pattern Recognition
GOP-Flexible Distributed Multiview Video Coding with Adaptive Side Information / Lili Meng ; Yao Zhao ; Jeng-Shyang Pan ; Huihui Bai ; Anhong Wang
A Novel Embedded Coding Algorithm Based on the Reconstructed DCT Coefficients / Lin-Lin Tang ; Zhe-Ming Lu
A Vehicle License Plate Recognition System Based on Spatial/Frequency Domain Filtering and Neural Networks / Mu-Liang Wang ; Yi-Hua Liu ; Bin-Yih Liao ; Yi-Sin Lin ; Mong-Fong Horng
Reversible Watermarking Based on Invariant Relation of Three Pixels / Shaowei Weng ; Shu-Chuan Chu ; Lakhmi C. Jain
Alphanumeric Shape Recognition of Fingertip Writing Trajectory / Ming-Fang Wu ; Jen-Hsing Li ; Ping-Tsung Wang ; Ruei-Tang Lin
Recognition of Tire Tread Patterns Based on Gabor Wavelets and Support Vector Machine / Ying-Wei Wang ; Ching-I Chen ; Chih-Hsiang Cheng
Advanced Knowledgement Management (II)
Terminological and Assertional Queries in KQL Knowledge Access Language / Krzysztof Goczyla ; Piotr Piotrowski ; Aleksander Waloszek ; Wojciech Waloszek ; Teresa Zawadzka
Conditional Statements Grounded in Past, Present and Future / Grzegorz Skorupa ; Radoslaw Katarzyniak
Automatic Ontology Evolution in Open and Dynamic Computing Environment / Edgar Jembere ; Sibusiso S. Xulu ; Matthew O. Adigun
Diagnostic Tests Based on Knowledge States / Sylvia Encheva ; Sharil Tumin
An Ontology-Supported Ubiquitous Interface Agent for Cloud Computing - Example on Zigbee Technique / Sheng-Yuan Yang ; Dong-Liang Lee ; Chun-Liang Hsu
Semantic Optimization of Query Transformation in Semantic Peer-to-Peer Networks / Jason J. Jung
Intelligent Computing for Image Analysis (II)
Comparative Studies of Parallel and Vertical Stereo Vision-Based 3D Pneumatic Arms / Ray-Hwa Wong ; Y. Wang ; Chao-Yi Liu
An Effective Image Enhancement Method for Electronic Portal Images / Mao-Hsiung Hung ; John F. Roddick ; Chin-Shiuh Shieh
License Plate Tilt Correction Based on the Straight Line Fitting Method and Projection / Kaushik Deb ; Andrey Vavilin ; Jung-Won Kim ; Kang-Hyun Jo
Differential Approximation of the 2-D Laplace Operator for Edge Detection in Digital Images / Jakub Peksinski ; Grzegorz Mikolajczak
ARToolkit-Based Augmented Reality System with Integrated 1-D Barcode: Combining Colorful Markers with Remote Servers of 3D Data for Product Promotion Purposes / Jong-Chih Chien ; Hoang-Yang Lu ; Yi-Sheng Wu ; Li-Chang Liu
Innovative Information System and Application
Design and Implementation of e-Journal Review System Using Text-Mining Technology / Chun-Wei Tseng ; Feng-Jung Liu ; Wan-Chin Lu ; Shih-Hao Huang
Study on Architecture-Oriented Information Security Risk Assessment Model / Wei-Ming Ma
Constructing Problem-Based Learning Activities Using Self-assessment System / Wen-Chang Tseng
Conducted EMI Analysis of a Three-Phase PWM Rectifier / Kexin Wei ; Bin Liang ; Youjun Yue
Synchronization of Duffing-Holmes Oscillators Using Stable Neural Network Controller / Suwat Kuntanapreeda
Codes Base on Unambiguous Products / Ho Ngoc Vinh ; Vu Thanh Nam ; Phan Trung Huy
Intelligent Computing for Networks
A Study on the Topology Control Method for Bluetooth Scatternet Formation / Chih-Min Yu
A Study on the Global Configured Method of Blueweb Routing Protocol
Energy Efficient Framework for Mobility Supported Smart IP-WSN / Md. Motaharul Islam ; Nguyen Tien Dung ; Aymen Abdullah Al Saffar ; Sang-Ho Na ; Eui-Nam Huh
An Efficient Migration Framework for Mobile IPTV / Aymen Abdullah Alsaffar ; Tien-Dung Nguyen ; Young-Rok Shin
Auto-configuration Support for IPv4/IPv6 Translation in Smart Sensor Networks / Huan-wei Lin ; Quincy Wu
Soft Computing to Industrial Management and Applications
Empirical Bayes Estimation of Customers' Guarantee Time Length of Loyalty / Hui-Hsin Huang
An Integrated EPQ Model for Manufacturer's Replenishment Policies with Two Levels of Trade Credit Policy under Supplier Credits Linked to Ordering Quantity / Liang-Ho Chen ; Jyh-Woei Chou ; Tien-Tsai Huang
Modeling a Dynamic Design System Using the Mahalanobis Taguchi System-Two-Step Optimal Algorithm / Tsung-Shin Hsu ; Ching-Lien Huang
A Fuzzy Model Applied on Assessing Operating Performance of Industrial PC / Su-Yi Huang ; Yi-Huei Chen
Inventory Models for Deteriorating Items with Variable Selling Price under Stock-Dependent Demand / Yen-Wen Wang ; Chih-Te Yang ; August Tsai ; Chiou-Ping Hsu
Innovations in Pervasive Computing
Hierarchical IP Distribution Mechanism for VANET / Chiu-Ching Tuan ; Jia-Ming Zhang ; Shu-Jun Chao
VisMusic: Music Visualization with Interactive Browsing / Jia-Lien Hsu ; Wei-Hsien Chien
The Study of Plagiarism Detection for Object-Oriented Programming Language / Jong-Yih Kuo ; Wei-Ting Wang
A Distributed Sleep Scheduling Algorithm with Range Adjustment for Wireless Sensor Networks / Kei-Chen Tung ; Jonathan Chun-Hsien Lu ; Hsin-Hung Lin
An Innovative Routing Algorithm with Reinforcement Learning and Pattern Tree Adjustment for Wireless Sensor Networks / Chia-Yu Fan ; Chien-Chang Hsu ; Wei-Yi Wang
Biological Computing
Swarm Intelligence for Cardinality-Constrained Portfolio Problems / Guang-Feng Deng ; Woo- Tsong Lin
Immune Memory Mechanism Based on Cyclic Idiotypic Network / Chung-Ming Ou ; C.R. Ou
Sensor Placement in Water Networks Using a Population-Based Ant Colony Optimization Algorithm / Konrad Diwold ; Thomas Ruhnke ; Martin Middendorf
The Codebook Design of Image Vector Quantization Based on the Firefly Algorithm / Ming-Huwi Horng ; Ting-Wei Jiang
Confronting Two-Pair Primer Design Using Particle Swarm Optimization / Cheng-Hong Yang ; Yu-Huei Cheng ; Li-Yeh Chuang
Strategic Health Information Management and Forecast: The Birdwatching Approach / Arash Shaban-Nejad ; Volker Haarslev
Author Index
Intelligent Computing for Image Analysis (I)
Feature Analysis and Classification of Lymph Nodes / Chuan- Yu Chang ; Shu-Han Chang ; Shao-Jer Chen
Automatic and Accurate Image Matting / Wu-Chih Hu ; Deng-Yuan Huang ; Ching-Yu Yang ; Jia-Jie Jhu ; Cheng-Pin Lin
86.

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86. Intelligent Information and Database Systems
Ngoc Thanh Nguyen, Adam Janiak, Takeo Kanade, Chong-Gun Kim
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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Keynote Speeches
Virtual Doctor System (VDS): Reasoning Challenges for Simple Case Diagnosis Based on Ontologies Alignment / Hamido Fujita ; Jun Hakura ; Masaki Kurematsu
Image Similarities on the Basis of Visual Content - An Attempt to Bridge the Semantic Gap / Halina Kwasnicka ; Mariusz Paradowski ; Michal Stanek ; Michal Spytkowski ; Andrzej Sluzek
Intelligent Database Systems
Architecture for a Parallel Focused Crawler for Clickstream Analysis / Ali Selamat ; Fatemeh Ahmadi-Abkenari
A Model for Complex Tree Integration Tasks / Marcin Maleszka ; Ngoc Thanh Nguyen
Prototype of Object-Oriented Declarative Workflows / Marcin Dabrowski ; Michal Drabik ; Mariusz Drabik ; Mariusz Trzaska ; Kazimierz Subieta
Extraction of TimeER Model from a Relational Database / Quang Hoang ; Toan Van Nguyen
Certain Answers for Views and Queries Expressed as Non-recursive Datalog Programs with Negation / Victor Felea
Data Deduplication System for Supporting Multi-mode / Ho Min Jung ; Won Vien Park ; Wan Yeon Lee ; Jeong Gun Lee ; Young Woong Ko
On the Maximality of Secret Data Ratio in CPTE Schemes / Trung Huy Phan ; Hai Thanh Nguyen
A Comparative Analysis of Managing XML Data in Relational Database / Kamsuriah Ahmad
Bob-Tree: An Efficient B+-Tree Based Index Structure for Geographic-Aware Obfuscation / Quoc Cuong To ; Tran Khanh Dang ; Josef Küng
A Mutual and Pseudo Inverse Matrix - Based Authentication Mechanism for Outsourcing Service / Hue T.B. Pham ; Thuc D. Nguyen ; Van H. Dang ; Isao Echizen ; Thuy T.B. Dong
Anonymizing Shortest Paths on Social Network Graphs / Shyue-Liang Wang ; Zheng-Ze Tsai ; Tzung-Pei Hong ; I-Hsien Ting
Data Warehouses and Data Mining
Wei-Shing Chen / Fong-Jung Yu
Time series Subsequence Matching Based on a Combination of PIP and Clipping / Thanh Son Nguyen ; Tuan Anh Duong
Cloud intelligent Services for Calculating Emissions and Costs of Air Pollutants and Greenhouse Gases / Thanh Binh Nguyen ; Fabian Wagner ; Wolfgang Schoepp
Distributed Representation of Word / Jan-Chi Huang ; Wei-Chen Cheng ; Cheng-Yuan Liou
Mining Frequent Itemsets from Multidimensional Databases / Bay Vo ; Bac Le ; Thang N. Nguyen
Hybrid Fuzzy Clustering Using Lp Norms / Tomasz Przybyta ; Janusz Jewski ; Krzysztof Horoba ; Dawid Roj
Using intelligence Techniques to Predict Postoperative Morbidity of Endovascular Aneurysm Repair / Nan-Chen Hsieh ; Jui-Fa Chen ; Kuo-Chen Lee ; Hsin-Che Tsai
Using Quick Decision Tree Algorithm to Find Better RBF Networks / Hyontai Sug
To Propose Strategic Suggestions for Companies via IPC Classification and Association Analysis / Tzu-Fu Chiu ; Chao-Fu Hong ; Yu-Ting Chiu
A New Vertex Similarity Metric for Community Discovery: A Distance Neighbor Model / Yueping Li
Seat Usage Data Analysis and Its Application for Library Marketing / Toshiro Minami ; Eunja Kim
MDL: Metrics Definition Language / Jerzy BrzeziD ski ; Dariusz Dwornikowski ; Michal Kalewski ; Tomasz Pawlak ; Michai Sajkowski
Natural Language Processing and Computational Linguistics
A Statistical Global Feature Extraction Method for Optical Font Recognition / Bilal Bataineh ; Siti Norul Huda Sheikh Abdullah ; Khairudin Omar
Domain N-Gram Construction and Its Application to Text Editor / Myunggwon Hwang ; Dongjin Choi ; Hyogap Lee ; Pankoo Kim
Grounding Two Notions of Uncertainty in Modal Conditional Statements / Grzegorz Skorupa ; Radoslaw Katarzyniak
Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora / Mohammed Albared ; Nazlia Omar ; Mohd. Juzaiddin Ab Aziz
Linguistically Informed Mining Lexical Semantic Relations from Wikipedia Structure / Maciej Piasecki ; Agnieszka Indyka-Piasecka ; Roman Kurc
Heterogeneous Knowledge Sources in Graph-Based Expansion of the Polish Wordnet / Bartosz Broda
Improving Arabic Part-of-Speech Tagging through Morphological Analysis
Semantic Web, Social Networks and Recommendation Systems
Educational Services Recommendation Using Social Network Approach / Krzysztof Juszczyszyn ; Agnieszka Prusiewicz
Working with Users to Ensure Quality of Innovative Software Product Despite Uncertainties / Barbara Begier
U2Mind: Visual Semantic Relationships Query for Retrieving Photos in Social Network / Kee-Sung Lee ; Jin-Guk Jung ; Kyeong-Jin Oh ; Geun-Sik Jo
A Personalized Recommendation Method Using a Tagging Ontology for a Social E-Learning System / Hyon Hee Kim
Personalization and Content Awareness in Online Lab - Virtual Computational Laboratory / Mateusz Paprocki ; Lesiaw Sieniawski
Workflow Engine Supporting RESTful Web Services / Arkadiusz Danilecki ; Jakub FlotyD ski ; Wnna KobusiD ska ; Andrzej StroiD ski
Front- Session Guarantees to Contract Guarantees for Consistency of SO A-Compliant Processing / Anna KobusiD ska ; Michal Szychowiak
Technologies for Intelligent Information Systems
Design of a Power Scheduler Based on the Heuristic for Preemptive Appliances / Junghoon Lee ; Gyung-Leen Park ; Min-Jae Kang ; Ho- Young Kwak ; Sang Joon Lee
Intelligent Information System for Interpretation of Dynamic Perfusion Brain Maps / Tornasz Hachaj ; Marek R. Ogiela
Development of a Biologically Inspired Real-Time Spatiotemporal Visual Attention System / Byung Geun Choi ; Kyung Joo Cheoi
Knowledge Source Confidence Measure Applied to a Rule-Based Recognition System / Michal Wozniak
A New Frontier in Novelty Detection: Pattern Recognition of Stochastically Episodic Events / Colin Bellinger ; B. John Oommen
Collaborative Systems and Applications
Iteratye Translation by Monolinguists Implementation and Tests of the New Approach / Amla Pot pa ; Piotr Plonka ; Mateusz Pytel ; Dpminik Radziszowski
Attribute Mapping as a Foundation of Ontology Alignment / Marcin Pietranik
Multiagent-Based Dendritic Cell Algorithm with Applications in Computer Security / Chung-Ming Ou ; Yao-Tien Wang ; C.R. Ou
Secured Agent Platform for Wireless Sensor Networks / Jan Horacek ; Frantisek Zboril jr.
Multiagent-System Oriented Models for Efficient Power System Topology Verification / Kazimierz Wilkosz ; Zofia Kruczkiewicz
Intelligent Safety Verification for Multi-car Elevator System Based on EVALPSN / Kazumi Nakamatsu ; Toshiaki Imai ; Haruhiko Nishimura
Multi Robot Exploration Using a Modified A* Algorithm / Anshika Pal ; Ritu Tiwari ; Anupam Shukla
Fuzzy Ontology Building and Integration for Fuzzy Inference Systems in Weather Forecast Domain / Hai Bang Truong ; Phi Khu Nguyen
Cooperative Spectrum Sensing Using Individual Sensing Credibility and Hybrid Quantization for Cognitive Radio / Hiep Vu- Van ; Insoo Koo
The Application of Fusion of Heterogeneous Meta Classifiers to Enhance Protein Fold Prediction Accuracy / Abdollah Dehzangi ; Roozbeh Hojabri Foladizadeh ; Mohammad Aflaki ; Sasan Karamizadeh
E-Business and e-Commerce Systems
A Single Machine Scheduling Problem with Air Transportation Decision / P.S. You ; Y.C. Lee ; Y.C. Hsieh ; T.C. Chen
An Integrated BPM-SOA Framework for Agile Enterprises / Nan Wang ; Vincent Lee
Author Index
Keynote Speeches
Virtual Doctor System (VDS): Reasoning Challenges for Simple Case Diagnosis Based on Ontologies Alignment / Hamido Fujita ; Jun Hakura ; Masaki Kurematsu
Image Similarities on the Basis of Visual Content - An Attempt to Bridge the Semantic Gap / Halina Kwasnicka ; Mariusz Paradowski ; Michal Stanek ; Michal Spytkowski ; Andrzej Sluzek
87.

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87. Computational Collective Intelligence. Technologies and Applications
Jeng-Shyang Pan, Shyi-Ming Chen, Takeo Kanade, Ngoc Thanh Nguyen
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Collective Intelligence in Web Systems - Web Systems Analysis
Neuro-Fuzzy Models in Global HTTP Request Distribution / Krzysztof Zatwarnicki
Real Anomaly Detection in Telecommunication Multidimensional Data Using Data Mining Techniques / Kazimierz Choros
Time Series Forecasting of Web Performance Data Monitored by MWING Multiagent Distributed System / Leszek Borzemski ; Maciej Drwal
Comparison and Analysis of the Eye Pointing Methods and Applications / Piotr Chynal ; Janusz Sobecki
Abstraction Relations between Internal and Behavioural Agent Models for Collective Decision Making / Alexei Sharpanskykh ; Jan Treur
Quick Response System Using Collaborative Filtering on Fashion E-Business / Kyung-Yong Chung ; Chang-Woo Song ; Kee-Wook Rim ; Jung-Hyun Lee
Intelligent Computing for Data Security
An Ownership Verification Scheme by Using Image Pinned Field and Genetic Algorithm / Mn-Ta Lee ; Hsuan-Ting Chang ; Mu-Liang Wang
Multiple-Image Multiplexing Encryption Based on Modified Gerchberg-Saxton Algorithm and Phase Modulation in Fractional Fourier Transform Domain / Hone-Ene Hwang
Optical Image Encryption Based on Joint Fresnel Transform Correlator / Zong-Yu Wu
Communication and Trust in the Bounded Confidence Model / M.J. Krawczyk ; K. Malarz ; R. Korff ; K. Kulakowski
Detection of Image Region-Duplication with Rotation and Scaling Tolerance / Qiumin Wu ; Shuozhong Wang ; Xinpeng Zhang
Smart Clustering Techniques
An Extensible Particles Swarm Optimization for Energy-Effective Cluster Management of Underwater Sensor Networks / Mong-Fong Horng ; Yi-Ting Chen ; Shu-Chuan Chu ; Jeng-Shyang Pan ; Bin- Yih Liao
The 3D Display and Analysis of the Pattern of Photolithography / Lih-Shyang Chen ; Young-Jinn Lay ; Lian-Yong Lin ; Jing-Jou Tang ; Wen-Lin Cheng ; Yu-Jen Lin
Geometrically Invariant Image Watermarking Using Scale-Invariant Feature Transform and K-Means Clustering / Huawei Tian ; Yao Zhao ; Rongrong Ni
DenVOICE: A New Density-Partitioning Clustering Technique Based on Congregation of Dense Voronoi Cells for Non-spherical Patterns / Jui-Fang Chang
Semantic Search Results Clustering / Krzysztof Strzalka ; Aleksander Zgrzywa
Trend Detection on Thin-Film Solar Cell Technology Using Cluster Analysis and Modified Data Crystallization / Tzu-Fu Chiu ; Chao-Fu Hong ; Yu-Ting Chiu
Quality of Semantic Compression in Classification / Dariusz Ceglarek ; Konstanty Haniewicz ; Wojciech Rutkowski
Web Service
Realizes Three-Tier Structure Mail System Based on the Web / Jun-Hua He ; Jing-Yuan Lu
Secure Collaborative Cloud Design for Global USN Services / Tien-Dung Nguyen ; Md. Motaharul Islam ; Aymen Al-Saffar ; Jun-Young Park ; Eui-Nam Huh
Mining on Terms Extraction from Web News / Li-Fu Hsu
Inter-cloud Data Integration System Considering Privacy and Cost / Yuan Tian ; Biao Song ; Junyoung Park
A Semantic Web Approach to Heterogeneous Metadata Integration / Shu-Hsien Liao ; Hong-Chu Huang ; Ya-Ning Chen
Quantitative Management of Technology (I)
Fuzzy Multi-objective Programming Application for Time-Cost Trade-off of CPM in Project Management / Gino K. Yang
A Study on Two-Stage Budget Planning by Fuzzy Quantifying Analysis / Wayne Chouhuang
Hybrid Support Vector Regression and GA/TS for Radio-Wave Path-Loss Prediction / Kuo-Chen Hung ; Kuo-Ping Lin ; Y.-C. Tsai
Inventory Model with Fractional Brownian Motion Demand / Jennifer Shu-Jen Lin
Note on Inventory Model with a Stochastic Demand / Yu-Wen Wou
A GA-Based Support Vector Machine Diagnosis Model for Business Crisis / Ming-Fen Yang ; Huey-Der Hsiao
Agent System
A Book-Agent System for Library Marketing / Toshiro Minami
Adaptive Modelling of Social Decision Making by Agents Integrating Simulated Behaviour and Perception Chains
Modeling Agent-Based Collaborative Process / Moamin Ahmed ; Mohd Sharifuddin Ahmad ; Mohd Zaliman M. Yusoff
A Three-Dimensional Abstraction Framework to Compare Multi-agent System Models / Tibor Bosse ; Mark Hoogendoorn ; Michel C.A. Klein
Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System / Alina Momot ; Bozena Malysiak-Mrozek ; Stanislaw Kozielski ; Dariusz Mrozek ; Lukasz Hera ; Sylwia Górczynska-Kosiorz ; Michal Momot
Modeling.Super Mirroring Functionality in Action Execution, Imagination, Mirroring, and Imitation / Monique Hendriks
CCI-Based Optimization Models
Cellular GEP-Induced Classifiers / Joanna Jedrzejowicz ; Piotr Jedrzejowicz
Cluster Integration for the Cluster-Based Instance Selection / Ireneusz Czarnowski
Comparative Study of the Differential Evolution and Approximation Algorithms for Computing Optimal Mixed Strategies in Zero-Sum Games / Urszula Boryczka ; Przemyslaw Juszczuk
Ant Colony Decision Trees - A New Method for Constructing Decision Trees Based on Ant Colony Optimization / Jan Kozak
A Cross-Entropy Based Population Learning Algorithm for Multi-mode Resource-Constrained Project Scheduling Problem with Minimum and Maximum Time Lags / Aleksander Skakovski
Evaluation of Agents Performance within the A-Team Solving RCPSP/Max Problem / Ewa Ratajczak-Ropel
Synchronous vs. Asynchronous Cooperative Approach to Solving the Vehicle Routing Problem / Dariusz Barbucha
Quantitative Management of Technology (II)
Development of an Engineering Knowledge Extraction Framework / Chengter Ho
Exploring EFL Taiwanese University Students' Perceptions of a Collaborative CALL Environment / Yen-Hui Wang ; Chia-Nan Wang
Performance Evaluation of Telecommunication Industry between China and Taiwan / Yao-Lang Chang ; Tsung-Ting Shih ; Chih-Hong Wang
Discuss and Analyze by AHP Techniques the KSF of Managing the NMMBA under the BOT Model / Wen-Ching Lin ; Ying-Fung Huang
A DEA Application Model of Production Process for the Chip Resistor Industry / Hsi-Che Teng ; Shin-Jung Wang ; Ming-Haur Shih
Enhancing Repair Service Quality of Mobile Phones by the TRIZ Method / Shu-Chin Lai
Fuzzy Logic and Its Applications
Adaptive Learning Approach of Fuzzy Logic Controller with Evolution for Pursuit-Evasion Games / Hung-Chien Chung ; Jing-Sin Liu
Comparison of Multispectral Image Processing Techniques to Brain MR Image Classification between Fuzzy C-Mean Method and Geodesic Active Contours of Caselles Level Set Method / Yen-Sheng Chen ; Shao-Hsien Chen ; Chun-Chih Chang
Modeling PVT Properties of Crude Oil Systems Using Type-2 Fuzzy Logic Systems / Sunday Olusanya Olatunji ; Ali Selamat ; Abdul Azeez Abdul Raheem
An Extensional Signed Fuzzy Measure of Signed Rho-Fuzzy Measure / Hsiang-Chuan Liu
Adaptive Fuzzy Neural Network Control for Automatic Landing System / Jih-Gau Juang ; Li-Hsiang Chien
Author Index
Collective Intelligence in Web Systems - Web Systems Analysis
Neuro-Fuzzy Models in Global HTTP Request Distribution / Krzysztof Zatwarnicki
Real Anomaly Detection in Telecommunication Multidimensional Data Using Data Mining Techniques / Kazimierz Choros
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88. Computational Collective Intelligence. Technologies and Applications
Jeng-Shyang Pan, Shyi-Ming Chen, Takeo Kanade, Ngoc Thanh Nguyen
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Intelligent Computing for Image Analysis (I)
Feature Analysis and Classification of Lymph Nodes / Chuan- Yu Chang ; Shu-Han Chang ; Shao-Jer Chen
Automatic and Accurate Image Matting / Wu-Chih Hu ; Deng-Yuan Huang ; Ching-Yu Yang ; Jia-Jie Jhu ; Cheng-Pin Lin
Improved DCT-Based Watermarking through Particle Swarm Optimization / Chih-Chin Lai ; Wei-Shun Wang ; Ci-Fong Jhan
A New Adaptive B-spline VFC Snake for Object Contour Extraction / Hoang-Nam Nguyen ; An-Chen Lee
Algorithm for Computational Measure of Color Constancy / S.J. Jerome Teng
Intelligent Digital Watermarking and Pattern Recognition
GOP-Flexible Distributed Multiview Video Coding with Adaptive Side Information / Lili Meng ; Yao Zhao ; Jeng-Shyang Pan ; Huihui Bai ; Anhong Wang
A Novel Embedded Coding Algorithm Based on the Reconstructed DCT Coefficients / Lin-Lin Tang ; Zhe-Ming Lu
A Vehicle License Plate Recognition System Based on Spatial/Frequency Domain Filtering and Neural Networks / Mu-Liang Wang ; Yi-Hua Liu ; Bin-Yih Liao ; Yi-Sin Lin ; Mong-Fong Horng
Reversible Watermarking Based on Invariant Relation of Three Pixels / Shaowei Weng ; Shu-Chuan Chu ; Lakhmi C. Jain
Alphanumeric Shape Recognition of Fingertip Writing Trajectory / Ming-Fang Wu ; Jen-Hsing Li ; Ping-Tsung Wang ; Ruei-Tang Lin
Recognition of Tire Tread Patterns Based on Gabor Wavelets and Support Vector Machine / Ying-Wei Wang ; Ching-I Chen ; Chih-Hsiang Cheng
Advanced Knowledgement Management (II)
Terminological and Assertional Queries in KQL Knowledge Access Language / Krzysztof Goczyla ; Piotr Piotrowski ; Aleksander Waloszek ; Wojciech Waloszek ; Teresa Zawadzka
Conditional Statements Grounded in Past, Present and Future / Grzegorz Skorupa ; Radoslaw Katarzyniak
Automatic Ontology Evolution in Open and Dynamic Computing Environment / Edgar Jembere ; Sibusiso S. Xulu ; Matthew O. Adigun
Diagnostic Tests Based on Knowledge States / Sylvia Encheva ; Sharil Tumin
An Ontology-Supported Ubiquitous Interface Agent for Cloud Computing - Example on Zigbee Technique / Sheng-Yuan Yang ; Dong-Liang Lee ; Chun-Liang Hsu
Semantic Optimization of Query Transformation in Semantic Peer-to-Peer Networks / Jason J. Jung
Intelligent Computing for Image Analysis (II)
Comparative Studies of Parallel and Vertical Stereo Vision-Based 3D Pneumatic Arms / Ray-Hwa Wong ; Y. Wang ; Chao-Yi Liu
An Effective Image Enhancement Method for Electronic Portal Images / Mao-Hsiung Hung ; John F. Roddick ; Chin-Shiuh Shieh
License Plate Tilt Correction Based on the Straight Line Fitting Method and Projection / Kaushik Deb ; Andrey Vavilin ; Jung-Won Kim ; Kang-Hyun Jo
Differential Approximation of the 2-D Laplace Operator for Edge Detection in Digital Images / Jakub Peksinski ; Grzegorz Mikolajczak
ARToolkit-Based Augmented Reality System with Integrated 1-D Barcode: Combining Colorful Markers with Remote Servers of 3D Data for Product Promotion Purposes / Jong-Chih Chien ; Hoang-Yang Lu ; Yi-Sheng Wu ; Li-Chang Liu
Innovative Information System and Application
Design and Implementation of e-Journal Review System Using Text-Mining Technology / Chun-Wei Tseng ; Feng-Jung Liu ; Wan-Chin Lu ; Shih-Hao Huang
Study on Architecture-Oriented Information Security Risk Assessment Model / Wei-Ming Ma
Constructing Problem-Based Learning Activities Using Self-assessment System / Wen-Chang Tseng
Conducted EMI Analysis of a Three-Phase PWM Rectifier / Kexin Wei ; Bin Liang ; Youjun Yue
Synchronization of Duffing-Holmes Oscillators Using Stable Neural Network Controller / Suwat Kuntanapreeda
Codes Base on Unambiguous Products / Ho Ngoc Vinh ; Vu Thanh Nam ; Phan Trung Huy
Intelligent Computing for Networks
A Study on the Topology Control Method for Bluetooth Scatternet Formation / Chih-Min Yu
A Study on the Global Configured Method of Blueweb Routing Protocol
Energy Efficient Framework for Mobility Supported Smart IP-WSN / Md. Motaharul Islam ; Nguyen Tien Dung ; Aymen Abdullah Al Saffar ; Sang-Ho Na ; Eui-Nam Huh
An Efficient Migration Framework for Mobile IPTV / Aymen Abdullah Alsaffar ; Tien-Dung Nguyen ; Young-Rok Shin
Auto-configuration Support for IPv4/IPv6 Translation in Smart Sensor Networks / Huan-wei Lin ; Quincy Wu
Soft Computing to Industrial Management and Applications
Empirical Bayes Estimation of Customers' Guarantee Time Length of Loyalty / Hui-Hsin Huang
An Integrated EPQ Model for Manufacturer's Replenishment Policies with Two Levels of Trade Credit Policy under Supplier Credits Linked to Ordering Quantity / Liang-Ho Chen ; Jyh-Woei Chou ; Tien-Tsai Huang
Modeling a Dynamic Design System Using the Mahalanobis Taguchi System-Two-Step Optimal Algorithm / Tsung-Shin Hsu ; Ching-Lien Huang
A Fuzzy Model Applied on Assessing Operating Performance of Industrial PC / Su-Yi Huang ; Yi-Huei Chen
Inventory Models for Deteriorating Items with Variable Selling Price under Stock-Dependent Demand / Yen-Wen Wang ; Chih-Te Yang ; August Tsai ; Chiou-Ping Hsu
Innovations in Pervasive Computing
Hierarchical IP Distribution Mechanism for VANET / Chiu-Ching Tuan ; Jia-Ming Zhang ; Shu-Jun Chao
VisMusic: Music Visualization with Interactive Browsing / Jia-Lien Hsu ; Wei-Hsien Chien
The Study of Plagiarism Detection for Object-Oriented Programming Language / Jong-Yih Kuo ; Wei-Ting Wang
A Distributed Sleep Scheduling Algorithm with Range Adjustment for Wireless Sensor Networks / Kei-Chen Tung ; Jonathan Chun-Hsien Lu ; Hsin-Hung Lin
An Innovative Routing Algorithm with Reinforcement Learning and Pattern Tree Adjustment for Wireless Sensor Networks / Chia-Yu Fan ; Chien-Chang Hsu ; Wei-Yi Wang
Biological Computing
Swarm Intelligence for Cardinality-Constrained Portfolio Problems / Guang-Feng Deng ; Woo- Tsong Lin
Immune Memory Mechanism Based on Cyclic Idiotypic Network / Chung-Ming Ou ; C.R. Ou
Sensor Placement in Water Networks Using a Population-Based Ant Colony Optimization Algorithm / Konrad Diwold ; Thomas Ruhnke ; Martin Middendorf
The Codebook Design of Image Vector Quantization Based on the Firefly Algorithm / Ming-Huwi Horng ; Ting-Wei Jiang
Confronting Two-Pair Primer Design Using Particle Swarm Optimization / Cheng-Hong Yang ; Yu-Huei Cheng ; Li-Yeh Chuang
Strategic Health Information Management and Forecast: The Birdwatching Approach / Arash Shaban-Nejad ; Volker Haarslev
Author Index
Intelligent Computing for Image Analysis (I)
Feature Analysis and Classification of Lymph Nodes / Chuan- Yu Chang ; Shu-Han Chang ; Shao-Jer Chen
Automatic and Accurate Image Matting / Wu-Chih Hu ; Deng-Yuan Huang ; Ching-Yu Yang ; Jia-Jie Jhu ; Cheng-Pin Lin
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89. Hybrid Artificial Intelligent Systems
David Hutchison, Takeo Kanade, Ajit Abraham, Sung-Bae Cho, Manuel Grana, Vaclav Snasel, Michal Wozniak
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
Case-Based Argumentation Infrastructure for Agent Societies / Jaume Jordán ; Stella Heras ; Vicente Julián
The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses / Piotr Skupin ; Mieczyslaw Metzger
Agent Capability Taxonomy for Dynamic Environments / Jorge Agüero ; Miguel Rebollo ; Carlos Carrascosa
Modeling Internet as a User-Adapted Speech Service / David Griol ; Javier Carbó ; José Manuel Molina
HAIS Applications
Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling / Ricardo Cruz ; Andrés Ortiz ; Ana M. Barbancho ; Isabel Barbancho
Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis / IL-Ho Yang ; Min-Seok Kim ; Byung-Min So ; Myung-Jae Kim ; Ha-Jin Yu
Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting / Andrés Sanz-García ; Julio Fernández-Ceniceros ; Fernando Antoñanzas-Torres ; F. Javier Matínez-de-Pisón-Ascacibar
A Social Network-Based Approach to Expert Recommendation System / Elnaz Davoodi ; Mohsen Afsharchi ; Keivan Kianmehr
Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata / Javier de Lope ; Darío Maravall ; Yadira Quiñonez
Lipreading Procedure for Liveness Verification in Video Authentication Systems / Agnieszka Owczarek ; Krzysztof Slot
Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight / S. Zeghlache ; D. Saigaa ; K. Kara ; Abdelghani Harrag ; A. Bouguerra
Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option / Giuliano Armano ; Camelia Chira ; Nima Hatami
Spontaneous Facial Expression Recognition: Automatic Aggression Detection / Ewa Piatkowska ; Jerzy Martyna
A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities / Virginia Yannibelli ; Analía Amandi
Hunting for Fraudsters in Random Forests / R.M. Konijn ; W. Kowalczyk
Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process / Vladimir Bukhtoyarov ; Eugene Semenkin ; Andrey Shabalov
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks / Rattan Priya ; Bruno Feres de Souza ; André L.D. Rossi ; André C.P.L.F. de Carvalho
Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution / Dragan Simic ; Svetlana Simic
Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation / Yuchen Liu ; Kai Xiao ; Alei Liang ; Haibing Guan
A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm / Liang Pang
Cluster Analysis
k-Means Clustering of Asymmetric Data / Dominik Olszewski
A Max Metric to Evaluate a Cluster / Hosein Alizadeh ; Hamid Parvin ; Sajad Parvin ; Zahra Rezaei ; Moslem Mohamadi
Nearest Cluster Classifier / Behrouz Minaei
Diffusion Maps for the Description of Meteorological Data / Ángela Fernández ; Ana M. González ; Julia Díaz ; José R. Dorronsoro
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees / Marcin Blachnik ; Miroslaw Kordos
Data Mining and Knowledge Discovery
Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm / Jungan Chen ; Feng Liang ; Zhaoxi Fang
White Box Classification of Dissimilarity Data / Barbara Hammer ; Bassam Mokbel ; Frank-Michael Schleif ; Xibin Zhu
On Ensemble Classifiers for Noninstrusive Appliance Load Monitoring / Oliver Kramer ; O. Wilken ; P. Beenken ; A. Hein ; A. Hüwel ; T. Klingenberg ; C. Meinecke ; T. Raabe ; M. Sonnenschein
Lee Path Replanner for Partially-Known Environments / Maciej Polanczyk ; Przemyslaw Baranski ; Michal Strzelecki
Stroke Based Handwritten Character Recognition / D. Álvarez ; R. Fernández ; L. Sánchez
KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs / Aniello Minutolo ; Massimo Esposito ; Giuseppe De Pietro
Integration of Intelligent Information Technologies Ensembles for Modeling and Classification / Pavel Galushin
Fusion of Modular Bayesian Networks for Context-Aware Decision Making / Seung-Hyun Lee ; Sung-Bae Cho
Evolutionary Computation
Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator / Miguel Cárdenas-Montes ; Miguel A. Vega-Rodríguez ; Antonio Gómez-Iglesias
Hybrid Multi-objective Machine Learning Classification in Liver Transplanation / M. Pérez-Ortiz ; M. Cruz-Ramírez ; J.C. Fernández-Caballero ; C. Hervás-Martínez
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy / Jerzy Piotrowski ; Szymon Bialka ; Slawomir Golak ; Tadeusz Wieczorek
Evolutionary Neural Networks for Product Design Tasks / Angela Bernardini ; Javier Asensio ; José Luis Olazagoitia ; Jorge Biera
An Incremental Hypersphere Learning Framework for Protein Membership Prediction / Noel Lopes ; Daniel Correia ; Carlos Pereira ; Bernardete Ribeiro ; António Dourado
An Evolutionary Approach to Generate Solutions for Conflict Scenarios / Davide Carneiro ; Cesar Analide ; Paulo Novais ; José Neves
Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue / José L. Guerrero ; Antonio Berlanga
Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution / Christoph Bergmeir ; Isaac Triguero ; Francisco Velasco ; José Manuel Benítez
ReactGA - The Search Space Transformation for the Local Optimum Escaping / Radoslaw Ziembinski
Learning Algorithms
PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data / Xiaohui Wu ; Meishuang Tang ; Junfeng Yao ; Shuiyuan Lin ; Zhe Xiang ; Guoli Ji
How to Reduce Dimension while Improving Performance / A. Bouchelaghem ; M. Drif ; N. Harrag
On How Percolation Threshold Affects PSO Performance / Blanca Cases ; Alicia D'Anjou ; Abdelmalik Moujahid
Pollen Grains Contour Analysis on Verification Approach / Norma Monzón García ; Víctor Alfonso Elizondo Chaves ; Juan Carlos Briceño ; Carlos M. Travieso
Modelling Stress Recognition in Conflict Resolution Scenarios / Marco Gomes
Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint / F. Javier Martínez-de-Pisón-Ascacibar
A Hybrid Classical Approach to a Fixed-Charged Transportation Problem / Camelia-M. Pintea ; Corina Pop Sitar ; Mara Hajdu-Macelaru ; Pop Petrica
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints / Juan Carlos Figueroa-García ; Germán Hernandez
Systems, Man, and Cybernetics by HAIS
Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques / Ramón Ferreiro García ; José Luis Calvo Rolle ; Francisco Javier Pérez Castelo
Modeling an Operating System Based on Agents / Javier Palanca Cámara ; Marti Navarro ; Estefania Argente ; Ana Garcia-Fornes
An Empirical Comparison of Some Approximate Methods for Graph Coloring / Israel Rebollo-Ruiz ; Manuel Graña
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kimematics Problems / Patryk Filipiak ; Krzysztof Michalak ; Piotr Lipinski
Non-linear Data Stream Compression: Foundations and Theoretical Results / Alfredo Cuzzocrea ; Hendrik Decker
Reasoning with Qualitative Velocity: Towards a Hybrid Approach / J. Golinska-Pilarek ; E. Muñoz-Velasco
Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification / Lei Zhang ; Lin Wang ; Xujiewen Wang ; Keke Liu ; Ajith Abraham
Improving Evolved Alphabet Using Tabu Set / Jan Platos ; Pavel Kromer
Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds / Mostafa A. Salama ; Aboul Ella Hassanien ; Aly A. Fahmy ; Vaclav Snasel
A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control / José Luis Calvo-Rolle ; Emilio Corchado ; Héctor Quintian-Pardo ; Jesús Ángel Román ; Pedro Antonio Hernández
SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases / Harleen Kaur ; Ritu Chauhan ; Mohd. Afshar Alam ; Syed Aljunid ; Mohd. Salleh
Author Index
Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
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90. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
Eyke Hüllermeier, Frank Hoffmann, Rudolf Kruse
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Data Analysis Applications
Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions / Edwin Lughofer ; Vicente Macián ; Carlos Guardiola ; Erich Peter Klement
Coping with Uncertainty in Temporal Gene Expressions Using Symbolic Representations / Silvana Badaloni ; Marco Falda
Olive Trees Detection in Very High Resolution Images / Juan Moreno-Garcia ; Luis Jimenez Linares ; Luis Rodriguez-Benitez ; Cayetano J. Solana-Cipres
A Fast Recursive Approach to Autonomous Detection, Identification and Tracking of Multiple Objects in Video Streams under Uncertainties / Pouria Sadeghi-Tehran ; Plamen Angelov ; Ramin Ramezani
Soft Concept Hierarchies to Summarise Data Streams and Highlight Anomalous Changes / Trevor Martin ; Yun Shen ; Andrei Majidian
Using Enriched Ontology Structure for Improving Statistical Models of Gene Annotation Sets / Frank Rügheimer
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques / André S. Fialho ; Federico Cismondi ; Susana M. Vieira ; João M.C. Sousa ; Shane R. Reti ; Michael D. Howell ; Stan N. Finkelstein
Obtaining the Compatibility between Musicians Using Soft Computing / Teresa Leon ; Vicente Liern
Consistently Handling Geographical User Data: Context-Dependent Detection of Co-located POIs / Guy De Tré ; Antoon Bronselaer ; Tom Matthé ; Nico Van de Weghe ; Philippe De Maeyer
Intelligent Databases
A Model Based on Outranking for Database Preference Queries / Patrick Bosc ; Olivier Pivert ; Grégory Smits
Incremental Membership Function Updates / Narjes Hachani ; Imen Derbel ; Habib Ounelli
A New Approach for Comparing Fuzzy Objects / Yasmina Bashon ; Daniel Neagu ; Mick J. Ridley
Generalized Fuzzy Comparators for Complex Data in a Fuzzy Object-Relational Database Management System / Juan Miguel Medina ; Carlos D. Barranco ; Jesús R. Campaña ; Sergio Jaime-Castillo
The Bipolar Semantics of Querying Null Values in Regular and Fuzzy Databases: Dealing with Inapplicability
Describing Fuzzy DB Schemas as Ontologies: A System Architecture View / Carmen Martínez-Cruz ; Ignacio J. Blanco ; M. Amparo Vila
Using Textual Dimensions in Data Warehousing Processes / M.J. Martín-Bautista ; C. Molina ; E. Tejeda
Information Fusion
Uncertainty Estimation in the Fusion of Text-Based Information for Situation Awareness / Kellyn Rein ; Ulrich Schade ; Silverius Kawaletz
Aggregation of Partly Inconsistent Preference Information / Rudolf Felix
Risk Neutral Valuations Based on Partial Probabilistic Information / Andrea Capotorti ; Giuliana Regoli ; Francesca Vattari
A New Contextual Discounting Rule for Lower Probabilities / Sebastien Destercke
The Power Average Operator for Information Fusion / Ronald R. Yager ; 208
Performance Comparison of Fusion Operators in Bimodal Remote Sensing Snow Detection / Aureli Soria-Frisch ; Antonio Repucci ; Laura Moreno ; Marco Caparrini
Color Recognition Enhancement by Fuzzy Merging / Vincent Bombardier ; Emmanuel Schmitt ; Patrick Charpentier
Towards a New Generation of Indicators for Consensus Reaching Support Using Type-2 Fuzzy Sets / Witold Pedrycz ; Janusz Kacprzyk ; Stawomir Zadrozny
Decision Support
Modelling Collective Choices
Multiagent Decision Making, Fuzzy Prevision, and Consensus / Antonio Maturo ; Aldo G.S. Ventre
A Categorical Approach to the Extension of Social Choice Functions / Patrik Eklund ; Mario Fedrizzi ; Hannu Nurmi
Signatures for Assessment, Diagnosis and Decision-Making in Ageing
Fuzzy Decision Theory
A Default Risk Model in a Fuzzy Framework / Hiroshi Inoue ; Masatoshi Miyake
On a Fuzzy Weights Representation for Inner Dependence AHP / Shin-ichi Ohnishi ; Takahiro Yamanoi ; Hideyuki Imai
Different Models with Fuzzy Random Variables in Single-Stage Decision Problems / Luis J. Rodríguez-Muñiz ; Miguel López-Díaz
Applications in Finance
A Neuro-Fuzzy Decision Support System for Selection of Small Scale Business / Rajendra Akerkar ; Priti Srinivas Sajja
Bond Management: An Application to the European Market / José Manuel Brotons
Estimating the Brazilian Central Bank's Reaction Function by Fuzzy Inference System / Ivette Luna ; Leandro Maciel ; Rodrigo Lanna F. da Silveira ; Rosangela Ballini
Fuzzy Systems
Philosophical Aspects
Do Uncertainty and Fuzziness Present Themselves (and Behave) in the Same Way in Hard and Human Sciences? / Settimo Termini
Some Notes on the Value of Vagueness in Everyday Communication / Nora Kluck
On Zadeh's "The Birth and Evolution of Fuzzy Logic" / Yücel Yüksel
Complexity and Fuzziness in 20th Century Science and Technology / Rudolf Seising
Educational Software of Fuzzy Logic and Control / José Galindo ; Enrique León-González
Fuzzy Numbers
A Fuzzy Distance between Two Fuzzy Numbers / Saeid Abbasbandy ; Saeide Hajighasemi
On the Jaccard Index with Degree of Optimism in Ranking Fuzzy Numbers / Nazirah Ramli ; Daud Mohamad
Negation Functions in the Set of Discrete Fuzzy Numbers / Jaume Casasnovas ; J. Vicente Riera
Trapezoidal Approximation of Fuzzy Numbers Based on Sample Data / Przemyslaw Grzegorzewski
Multiple Products and Implications in Interval-Valued Fuzzy Set Theory / Glad Deschrijver
Fuzzy Ontology and Information Granulation: An Approach to Knowledge Mobilisation / Christer Carlsson ; Matteo Brunelli ; Jozsef Mezei
Adjoint Pairs on Interval-Valued Fuzzy Sets / Jesús Medina
Fuzzy Arithmetic
Optimistic Arithmetic Operators for Fuzzy and Gradual Intervals - Part I: Interval Approach / Reda Boukezzoula ; Sylvie Galichet
Optimistic Arithmetic Operators for Fuzzy and Gradual Intervals - Part II: Fuzzy and Gradual Interval Approach
Model Assessment Using Inverse Fuzzy Arithmetic / Thomas Haag ; Michael Hanss
New Tools in Fuzzy Arithmetic with Fuzzy Numbers / Luciano Stefanini
Fuzzy Equations
Application of Gaussian Quadratures in Solving Fuzzy Fredholm Integral Equations / M. Khezerloo ; Tofigh Allahviranloo ; Soheil Salahshour ; M. Khorasani Kiasari ; S. Haji Ghasemi
Existence and Uniqueness of Solutions of Fuzzy Volterra Integro-differential Equations / M. Khorasany
Expansion Method for Solving Fuzzy Fredholm-Volterra Integral Equations / S. Khezerloo ; M. Khorasan Kiasary
Solving Fuzzy Heat Equation by Fuzzy Laplace Transforms / Elnaz Haghi
A New Approach for Solving First Order Fuzzy Differential Equation
Soft Computing Applications
Image Processing
A Comparison Study of Different Color Spaces in Clustering Based Image Segmentation / Aranzazu Jurio ; Miguel Pagola ; Mikel Galar ; Carlos Lopez-Molina ; Daniel Paternain
Retrieving Texture Images Using Coarseness Fuzzy Partitions / Jesús Chamorro-Martínez ; Pedro Manuel Martínez-Jiménez ; Jose Manuel Soto-Hidalgo
A Fuzzy Regional-Based Approach for Detecting Cerebrospinal Fluid Regions in Presence of Multiple Sclerosis Lesions / Francesc Xavier Aymerich ; Eduard Montseny ; Pilar Sobrevilla ; Alex Rovira
Probabilistic Scene Models for Image Interpretation / Alexander Bauer
Motion Segmentation Algorithm for Dynamic Scenes over H.264 Video / L. Jimenez-Linares
Using Stereo Vision and Fuzzy Systems for Detecting and Tracking People / Rui Paúl ; Eugenia Aguirre ; Miguel García-Silvente ; Rafael Muñoz-Salinas
Privacy and Security
Group Anonymity / Oleg Chertov ; Dan Tavrov
Anonymizing Categorical Data with a Recoding Method Based on Semantic Similarity / Sergio Martínez ; Aida Valls ; David Sánchez
Addressing Complexity in a Privacy Expert System / Siani Pearson
Privacy-Protected Camera for the Sensing Web / Ikuhisa Mitsugami ; Masayuki Mukunoki ; Yasutomo Kawanishi ; Hironori Hattori ; Michihiko Minoh
Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability / Karim Tabia ; Philippe Leray
The Sensing Web
Structuring and Presenting the Distributed Sensory Information in the Sensing Web / Rin-ichiro Taniguchi ; Atsushi Shimada ; Yuji Kawaguchi ; Yousuke Miyata ; Satoshi Yoshinaga
Evaluation of Privacy Protection Techniques for Speech Signals / Kazumasa Yamamoto ; Seiichi Nakagawa
Digital Diorama: Sensing-Based Real-World Visualization / Takumi Takehara ; Yuta Nakashima ; Naoko Nitta ; Noboru Babaguchi
Personalizing Public and Privacy-Free Sensing Information with a Personal Digital Assistant / Takuya Kitade ; Yasushi Hirano ; Shoji Kajita ; Kenji Mase
The Open Data Format and Query System of the Sensing Web / Naruki Mitsuda ; Tsuneo Ajisaka
See-Through Vision: A Visual Augmentation Method for Sensing-Web / Yuichi Ohta ; Yoshinari Kameda ; Itaru Kitahara ; Masayuki Hayashi ; Shinya Yamazaki
Manufacturing and Scheduling
Manufacturing Virtual Sensors at Caterpillar, Inc. / Timothy J. Felty ; James R. Mason ; Anthony J. Grichnik
Modelling Low-Carbon UK Energy System Design through 2050 in a Collaboration of Industry and the Public Sector / Christopher Heaton ; Rod Davies
A Remark on Adaptive Scheduling of Optimization Algorithms / Krisztián Balázs ; László T. Kóczy
An Adaptive Fuzzy Model Predictive Control System for the Textile Fiber Industry / Stefan Berlik ; Maryam Nasiri
Methodology for Evaluation of Linked Multidimensional Measurement System with Balanced Scorecard / Yutaka Kigawa ; Kiyoshi Nagata ; Fuyume Sai ; Michio Amagasa
Predictive Probabilistic and Possibilistic Models Used for Risk Assessment of SLAs in Grid Computing / Robert Fullér
Author Index
Data Analysis Applications
Data-Driven Design of Takagi-Sugeno Fuzzy Systems for Predicting NOx Emissions / Edwin Lughofer ; Vicente Macián ; Carlos Guardiola ; Erich Peter Klement
Coping with Uncertainty in Temporal Gene Expressions Using Symbolic Representations / Silvana Badaloni ; Marco Falda
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91. Intelligent Information and Database Systems
Ngoc Thanh Nguyen, Adam Janiak, Takeo Kanade, Chong-Gun Kim
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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Keynote Speeches
Virtual Doctor System (VDS): Reasoning Challenges for Simple Case Diagnosis Based on Ontologies Alignment / Hamido Fujita ; Jun Hakura ; Masaki Kurematsu
Image Similarities on the Basis of Visual Content - An Attempt to Bridge the Semantic Gap / Halina Kwasnicka ; Mariusz Paradowski ; Michal Stanek ; Michal Spytkowski ; Andrzej Sluzek
Intelligent Database Systems
Architecture for a Parallel Focused Crawler for Clickstream Analysis / Ali Selamat ; Fatemeh Ahmadi-Abkenari
A Model for Complex Tree Integration Tasks / Marcin Maleszka ; Ngoc Thanh Nguyen
Prototype of Object-Oriented Declarative Workflows / Marcin Dabrowski ; Michal Drabik ; Mariusz Drabik ; Mariusz Trzaska ; Kazimierz Subieta
Extraction of TimeER Model from a Relational Database / Quang Hoang ; Toan Van Nguyen
Certain Answers for Views and Queries Expressed as Non-recursive Datalog Programs with Negation / Victor Felea
Data Deduplication System for Supporting Multi-mode / Ho Min Jung ; Won Vien Park ; Wan Yeon Lee ; Jeong Gun Lee ; Young Woong Ko
On the Maximality of Secret Data Ratio in CPTE Schemes / Trung Huy Phan ; Hai Thanh Nguyen
A Comparative Analysis of Managing XML Data in Relational Database / Kamsuriah Ahmad
Bob-Tree: An Efficient B+-Tree Based Index Structure for Geographic-Aware Obfuscation / Quoc Cuong To ; Tran Khanh Dang ; Josef Küng
A Mutual and Pseudo Inverse Matrix - Based Authentication Mechanism for Outsourcing Service / Hue T.B. Pham ; Thuc D. Nguyen ; Van H. Dang ; Isao Echizen ; Thuy T.B. Dong
Anonymizing Shortest Paths on Social Network Graphs / Shyue-Liang Wang ; Zheng-Ze Tsai ; Tzung-Pei Hong ; I-Hsien Ting
Data Warehouses and Data Mining
Wei-Shing Chen / Fong-Jung Yu
Time series Subsequence Matching Based on a Combination of PIP and Clipping / Thanh Son Nguyen ; Tuan Anh Duong
Cloud intelligent Services for Calculating Emissions and Costs of Air Pollutants and Greenhouse Gases / Thanh Binh Nguyen ; Fabian Wagner ; Wolfgang Schoepp
Distributed Representation of Word / Jan-Chi Huang ; Wei-Chen Cheng ; Cheng-Yuan Liou
Mining Frequent Itemsets from Multidimensional Databases / Bay Vo ; Bac Le ; Thang N. Nguyen
Hybrid Fuzzy Clustering Using Lp Norms / Tomasz Przybyta ; Janusz Jewski ; Krzysztof Horoba ; Dawid Roj
Using intelligence Techniques to Predict Postoperative Morbidity of Endovascular Aneurysm Repair / Nan-Chen Hsieh ; Jui-Fa Chen ; Kuo-Chen Lee ; Hsin-Che Tsai
Using Quick Decision Tree Algorithm to Find Better RBF Networks / Hyontai Sug
To Propose Strategic Suggestions for Companies via IPC Classification and Association Analysis / Tzu-Fu Chiu ; Chao-Fu Hong ; Yu-Ting Chiu
A New Vertex Similarity Metric for Community Discovery: A Distance Neighbor Model / Yueping Li
Seat Usage Data Analysis and Its Application for Library Marketing / Toshiro Minami ; Eunja Kim
MDL: Metrics Definition Language / Jerzy BrzeziD ski ; Dariusz Dwornikowski ; Michal Kalewski ; Tomasz Pawlak ; Michai Sajkowski
Natural Language Processing and Computational Linguistics
A Statistical Global Feature Extraction Method for Optical Font Recognition / Bilal Bataineh ; Siti Norul Huda Sheikh Abdullah ; Khairudin Omar
Domain N-Gram Construction and Its Application to Text Editor / Myunggwon Hwang ; Dongjin Choi ; Hyogap Lee ; Pankoo Kim
Grounding Two Notions of Uncertainty in Modal Conditional Statements / Grzegorz Skorupa ; Radoslaw Katarzyniak
Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora / Mohammed Albared ; Nazlia Omar ; Mohd. Juzaiddin Ab Aziz
Linguistically Informed Mining Lexical Semantic Relations from Wikipedia Structure / Maciej Piasecki ; Agnieszka Indyka-Piasecka ; Roman Kurc
Heterogeneous Knowledge Sources in Graph-Based Expansion of the Polish Wordnet / Bartosz Broda
Improving Arabic Part-of-Speech Tagging through Morphological Analysis
Semantic Web, Social Networks and Recommendation Systems
Educational Services Recommendation Using Social Network Approach / Krzysztof Juszczyszyn ; Agnieszka Prusiewicz
Working with Users to Ensure Quality of Innovative Software Product Despite Uncertainties / Barbara Begier
U2Mind: Visual Semantic Relationships Query for Retrieving Photos in Social Network / Kee-Sung Lee ; Jin-Guk Jung ; Kyeong-Jin Oh ; Geun-Sik Jo
A Personalized Recommendation Method Using a Tagging Ontology for a Social E-Learning System / Hyon Hee Kim
Personalization and Content Awareness in Online Lab - Virtual Computational Laboratory / Mateusz Paprocki ; Lesiaw Sieniawski
Workflow Engine Supporting RESTful Web Services / Arkadiusz Danilecki ; Jakub FlotyD ski ; Wnna KobusiD ska ; Andrzej StroiD ski
Front- Session Guarantees to Contract Guarantees for Consistency of SO A-Compliant Processing / Anna KobusiD ska ; Michal Szychowiak
Technologies for Intelligent Information Systems
Design of a Power Scheduler Based on the Heuristic for Preemptive Appliances / Junghoon Lee ; Gyung-Leen Park ; Min-Jae Kang ; Ho- Young Kwak ; Sang Joon Lee
Intelligent Information System for Interpretation of Dynamic Perfusion Brain Maps / Tornasz Hachaj ; Marek R. Ogiela
Development of a Biologically Inspired Real-Time Spatiotemporal Visual Attention System / Byung Geun Choi ; Kyung Joo Cheoi
Knowledge Source Confidence Measure Applied to a Rule-Based Recognition System / Michal Wozniak
A New Frontier in Novelty Detection: Pattern Recognition of Stochastically Episodic Events / Colin Bellinger ; B. John Oommen
Collaborative Systems and Applications
Iteratye Translation by Monolinguists Implementation and Tests of the New Approach / Amla Pot pa ; Piotr Plonka ; Mateusz Pytel ; Dpminik Radziszowski
Attribute Mapping as a Foundation of Ontology Alignment / Marcin Pietranik
Multiagent-Based Dendritic Cell Algorithm with Applications in Computer Security / Chung-Ming Ou ; Yao-Tien Wang ; C.R. Ou
Secured Agent Platform for Wireless Sensor Networks / Jan Horacek ; Frantisek Zboril jr.
Multiagent-System Oriented Models for Efficient Power System Topology Verification / Kazimierz Wilkosz ; Zofia Kruczkiewicz
Intelligent Safety Verification for Multi-car Elevator System Based on EVALPSN / Kazumi Nakamatsu ; Toshiaki Imai ; Haruhiko Nishimura
Multi Robot Exploration Using a Modified A* Algorithm / Anshika Pal ; Ritu Tiwari ; Anupam Shukla
Fuzzy Ontology Building and Integration for Fuzzy Inference Systems in Weather Forecast Domain / Hai Bang Truong ; Phi Khu Nguyen
Cooperative Spectrum Sensing Using Individual Sensing Credibility and Hybrid Quantization for Cognitive Radio / Hiep Vu- Van ; Insoo Koo
The Application of Fusion of Heterogeneous Meta Classifiers to Enhance Protein Fold Prediction Accuracy / Abdollah Dehzangi ; Roozbeh Hojabri Foladizadeh ; Mohammad Aflaki ; Sasan Karamizadeh
E-Business and e-Commerce Systems
A Single Machine Scheduling Problem with Air Transportation Decision / P.S. You ; Y.C. Lee ; Y.C. Hsieh ; T.C. Chen
An Integrated BPM-SOA Framework for Agile Enterprises / Nan Wang ; Vincent Lee
Author Index
Keynote Speeches
Virtual Doctor System (VDS): Reasoning Challenges for Simple Case Diagnosis Based on Ontologies Alignment / Hamido Fujita ; Jun Hakura ; Masaki Kurematsu
Image Similarities on the Basis of Visual Content - An Attempt to Bridge the Semantic Gap / Halina Kwasnicka ; Mariusz Paradowski ; Michal Stanek ; Michal Spytkowski ; Andrzej Sluzek
92.

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92. Rough Sets and Current Trends in Computing
Marcin Szczuka, Qinghua Hu, Richard Jensen, Takeo Kanade, Marzena Kryszkiewicz, Sheela Ramanna
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Keynote Talks
Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski
RSCTC 2010 Discovery Challenge
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment / Marcin Wojnarski ; Andrzej Janusz ; Hung Son Nguyen ; Jan Bazan ; ChuanJiang Luo ; Ze Chen ; Feng Hu ; Guoyin Wang ; Lihe Guan ; Huan Luo ; Juan Gao ; Yuanxia Shen ; Vladimir Nikulin ; Tian-Hsiang Huang ; Geoffrey J. McLachlan ; Matko Bošnjak ; Dragan Gamberger
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments / Sebastian Stawicki ; Piotr Wojnarowski
Clustering
Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis / Indrajit Saha ; Dariusz Plewczynski ; Ujjwal Maulik ; Sanghamitra Bandyopadhyay
Probabilistic Rough Entropy Measures in Image Segmentation / Dariusz Matyszko ; Jarostaw Stepaniuk
Distance Based Fast Hierarchical Clustering Method for Large Datasets / Bidyut Kr. Patra ; Neminath Hubballi ; Santosh Biswas ; Sukumar Nandi
TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek
Multimedia and Telemedicine: Soft Computing Applications
Vehicle Classification Based on Soft Computing Algorithms / Piotr Dalka ; Andrzej Czyzewski
Controlling Computer by Lip Gestures Employing Neural Networks
Computer Animation System Based on Rough Sets and Fuzzy Logic / Piotr Szczuko
Adaptive Phoneme Alignment Based on Rough Set Theory / Konstantinos Avdelidis ; Charalampos Dimoulas ; George Kalliris ; George Papanikolaou
Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing / Pawel Zwan ; Katarzyna Kaszuba ; Bozena Kostek
Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News / Kazimierz Choros ; Piotr Pawlaczyk
Combined Learning Methods and Mining Complex Data
Combining Multiple Classification or Regression Models Using Genetic Algorithms
Argument Based Generalization of MODLEM Rule Induction Algorithm / Krystyna Napierata ; Jerzy Stefanowski
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble / Jerzy Blaszczynski ; Magdalena Deckert ; Szymon Wilk
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples
Tracking Recurrent Concepts Using Context / João Bártolo Gomes ; Ernestina Menasalvas ; Pedro A.C. Sousa
Support Feature Machine for DNA Microarray Data / Tomasz Maszczyk ; Wlodzislaw Duch
Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together? / Dominik Slezak ; Sebastian Widz
Improving Co-training with Agreement-Based Sampling / Jin Huang ; Jelber Sayyad Shirabad ; Stan Matwin ; Jiang Su
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data / William Klement ; Martin Michalowski ; Ken Farion
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity, into Classification of Gene Expression Data / Torsten Schön ; Alexey Tsymbal ; Martin Huber
Rough Sets: Logical and Mathematical Foundations
A Fuzzy View on Rough Satisfiability / Anna Gomolinska
Rough Sets in Terms of Discrete Dynamical Systems / Marcin Wolski
A Preference-Based Multiple-Source Rough Set Model / Md. Aquil Khan ; Mohua Banerjee
Classification of Dynamics in Rough Sets / Davide Ciucci
Relational Granularity for Hypergraphs / John G. Stell
Perceptual Tolerance Intersection / Piotr Wasilewski ; James F. Peters ; Sheela Ramanna
Rough Approximations: Foundations and Methodologies
Categories of Directions and Rough Set Approximation Operators / Murat Diker
Approximations and Classifiers / Andrzej Skowron ; Jaroslaw Stepaniuk
A Note on a Formal Approach to Rough Operators / Adam Grabowski ; Magdalena Jastrzebska
Communicative Approximations as Rough Sets / Abhinav Pathak ; Gopal Krishna ; Amitabha Mukerjee|317
On the Correctness of Rough-Set Based Approximate Reasoning / Patrick Doherty ; Andrzej Szalas
Unit Operations in Approximation Spaces / Zbigniew Bonikowski
Machine Learning: Methodologies and Algorithms
Weighted Nearest Neighbor Classification via Maximizing Classification Consistency / Pengfei Zhu ; Qinghua Hu ; Yongbin Yang
Rough Set-Based Incremental Learning Approach to Face Recognition / Xuguang Chen ; Wojciech Ziarko
A Comparison of Dynamic and Static Belief Rough Set Classifier / Salsabil Trabelsi ; Zied Elouedi ; Pawan Lingras
Rule Generation in Lipski's Incomplete Information Databases / Hiroshi Sakai ; Michinori Nakata
A Fast Randomisation Test for Rule Significance / Ivo Düntsch ; Günther Gediga
Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging
Learnability in Rough Set Approaches / Marcin Szelag
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts / Igor Chikalov ; Mikhail Moshkov ; Beata Zielosko
An Extension of Rough Set Approximation to Flow Graph Based Data Analysis / Doungrat Chitcharoen ; Puntip Pattaraintakorn
Credibility Coefficients Based on SVM / Roman Podraza ; Bartosz Janeczek
On Algorithm for Building of Optimal ?-Decision Trees / Abdulaziz Alkhalid
Layered Approximation Approach to Knowledge Elicitation in Machine Learning / Tuan Trung Nguyen
Multiagent Systems
Configuration Management of Mobile Agents Based on SNMP / Michal Komorowski
Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network / Chung-Ming Ou ; C.R. Ou
Distributed Default Logic for Context-A ware Computing in Multi-Agent Systems / Dominik Ryzko ; Henryk Rybinski
A Novel Approach to Default Reasoning for MAS / Przemyslaw Wiech
A Platform for the Evaluation of Automated Argumentation Strategies / Piotr S. Kosmicki
Emerging Intelligent Technologies and Net-Centric Applications
Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images / EunJong Park ; SungHwan Jeong ; Joon Whoan Lee
The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach / Yang-Chieh Chin ; Chaio-Chen Chang ; Chiun-Sin Lin ; Gwo-Hshiung Tzeng
Fault Effects Analysis and Reporting System for Dependability Evaluation / Piotr Gawkowski ; Monika Anna Kuczynska ; Agnieszka Komorowska
Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm / Sónia M. Almeida-Luz ; Miguel A. Vega-Rodríguez ; Juan A. Gómez-Pulido ; Juan M. Sánchez-Pérez
Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations / R. Rajendra Prasath
Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits / Piotr M. Marusak
Classification and Decision Support Applications
Biometric-Based Authentication System Using Rough Set Theory / Hala S. Own ; Waheeda Al-Mayyan ; Hussein Zedan
Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions / Daryl H. Hepting ; Richard Spring ; Timothy Maciag ; Katherine Arbuthnott
Random Musical Bands Playing in Random Forests / Miron B. Kursa ; Elzbieta Kubera ; Witold R. Rudnicki ; Alicja A. Wieczorkowska
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification / Jerzy W. Grzymala-Busse ; Shantan R. Marepally ; Yiyu Yao
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts / Urszula Stanczyk
Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures / Xin Zhang ; Wenxin Jiang ; Zbigniew W. Ras ; Rory Lewis
Rough Sets for Solving Classification Problems in Computational Neuroscience / Tomasz G. Smolinski ; Astrid A. Prinz
Towards Approximate SQL - Infobright's Approach / Marcin Kowalski
A Protein Classifier Based on SVM by Using the Voxel Based Descriptor / Georgina Mirceva ; Andreja Naumoski ; Danco Davcev
Intelligent Methods in Optimization and Control
Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity / Maciej Lawrynczuk
Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm / Edyta Hetmaniok ; Damian Slota ; Adam Zielonka
Application of Fuzzy Wiener Models in Efficient MPC Algorithms
Multicriteria Subjective Reputation Management Model / Michal Majdan ; Wlodzimierz Ogryczak
Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring / Xiaomin Zhao ; Ming J. Zuo ; Tejas Patel
Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks / Zbigniew Tarapata ; Rafal Kasprzyk
Granularity and Granular Systems
Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language / Linh Anh Nguyen
Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications / Shoji Hirano ; Shusaku Tsumoto
Information Systems in Modeling Interactive Computations on Granules
Distributed Representations to Detect Higher Order Term Correlations in Textual Content / Pinar Öztürk ; Hans Moen
Author Index
Keynote Talks
Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski
93.

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93. Hybrid Artificial Intelligence Systems
Manuel Gra?a Romay, Emilio Corchado, M. Teresa Garcia Sebastian, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Y-Means: An Autonomous Clustering Algorithm (Invited Paper) / Ali A. Ghorbani ; Iosif-Viorel Onut
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications (Invited Paper) / James Llinas
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment / M. Fikret Ercan ; Xiang Li ; Ximing Liang
Markovian Ants in a Queuing System / Ilija Tanackov ; Dragan Simic ; Siniša Sremac ; Jovan Tepic ; Suncica Kocic-Tanackov
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization / J.F. Jimenez ; F.J. Cuevas ; J.H. Sossa ; L.E. Gomez
Automatic PSO-Based Deformable Structures Markerless Tracking in Laparoscopic Cholecystectomy / Haroun Djaghloul ; Mohammed Batouche ; Jean-Pierre Jessel
A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization / Hajira Jabeen ; Abdul Rauf Baig
Developing an Intelligent Parking Management Application Based on Multi-agent Systems and Semantic Web Technologies / Andrés Muñoz ; Juan A. Botía
Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect / Borja Fernandez-Gauna ; Jose Manuel Lopez-Guede ; Ekaitz Zulueta
Social Simulation for AmI Systems Engineering / Teresa Garcia-Valverde ; Emilio Serrano ; Juan A. Botia
Automatic Behavior Pattern Classification for Social Robots / Abraham Prieto ; Francisco Bellas ; Pilar Caamaño ; Richard J. Duro
Healthcare Information Fusion Using Context-Aware Agents / Dante I. Tapia ; Juan A. Fraile ; Ana de Luis ; Javier Bajo
Multivariate Discretization for Associative Classification in a Sparse Data Application Domain / María N. Moreno García ; Joel Pinho Lucas ; Vivian F. López Batista ; M. José Polo Martín
Recognition of Turkish Vowels by Probabilistic Neural Networks Using Yule-Walker AR Method / Erdem Yavuz ; Vedat Topuz
A Dynamic Bayesian Network Based Structural Learning towards Automated Handwritten Digit Recognition / Olivier Pauplin ; Jianmin Jiang
A Dual Network Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification for Soft Real Time Applications / Piyabute Fuangkhon ; Thitipong Tanprasert
The Abnormal vs. Normal ECG Classification Based on Key Features and Statistical Learning / Jun Dong ; Jia-fei Tong ; Xia Liu
Classification of Wood Pulp Fibre Cross-Sectional Shapes / Asuka Yamakawa ; Gary Chinga-Carrasco
A Hybrid Cluster-Lift Method for the Analysis of Research Activities / Boris Mirkin ; Susana Nascimento ; Trevor Fenner ; Luís Moniz Pereira
Protein Fold Recognition with Combined SVM-RDA Classifier / Wiestaw Chmielnicki ; Katarzyna Stapor
Data Processing on Database Management Systems with Fuzzy Query / Irfan Simsek
A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms / Eren Esgin ; Pinar Senkul ; Cem Cimenbicer
Continuous Pattern Mining Using the FCPGrowth Algorithm in Trajectory Data Warehouses / Marcin Gorawski ; Pawel Jureczek
Hybrid Approach for Language Identification Oriented to Multilingual Speech Recognition in the Basque Context / N. Barroso ; K. López de Ipiña ; A. Ezeiza ; O. Barroso ; U. Susperregi
An Approach of Bio-inspired Hybrid Model for Financial Markets / Vladeta Gajic ; Svetlana Simic
Interactive and Stereoscopic Hybrid 3D Viewer of Radar Data with Gesture Recognition / Jon Goenetxea ; Aitor Moreno ; Luis Unzueta ; Andoni Galdós ; Álvaro Segura
Recognition of Manual Actions Using Vector Quantization and Dynamic Time Warping / Marcel Martin ; Jonathan Maycock ; Florian Paul Schmidt ; Oliver Kramer
Protecting Web Services against DoS Attacks: A Case-Based Reasoning Approach / Cristian Pinzón ; Juan F. De. Paz ; Carolina Zato ; Javier Pérez
Ranked Tag Recommendation Systems Based on Logistic Regression / J.R. Quevedo ; E. Montañés ; J. Ranilla ; I. Díaz
A Hybrid Robotic Control System Using Neuroblastoma Cultures / J.M. Ferrández ; V. Lorente ; J.M. Cuadra ; F. delaPaz ; José Ramón Álvarez-Sánchez ; E. Fernández
Image Segmentation with a Hybrid Ensemble of One-Class Support vector Machines / Boguslaw Cyganek
Power Prediction in Smart Grids with Evolutionary Local Kernel Regression / Benjamin Satzger ; Jörg Lässig
Automatic Quality Inspection of Percussion Cap Mass Production by Means of 3D Machine Vision and Machine Learning Techniques / A. Tellaeche ; R. Arana ; A. Ibarguren ; J.M. Martínez-Otzeta
Speaker Verification and Identification Using Principal Component Analysis Based on Global Eigenvector Matrix / Minkyung Kim ; Eunyoung Kim ; Changwoo Seo ; Sungchae Jeon
Hybrid Approach for Automatic Evaluation of Emotion Elicitation Orientd to People with Intellectual Disabilities / R. Martínez ; E. Irigoyen ; N. Asla
Fusion of Fuzzy Spatial Relations / Nadeem Salamat ; El-hadi Zahzah
Reducing Artifacts in TMS-Evoked EEG / Juan José Fuertes ; Carlos M. Travieso ; A. Álvarez ; M.A. Ferrer ; J.B. Alonso
Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data / Romain Raveaux ; Guillaume Hillairet
Stamping Line Optimization Using Genetic Algorithms and Virtual 3D Line Simulation / Javier A. García-Sedano ; Jon Alzola Bernardo ; Asier González González ; Óscar Berasategui Ruiz de Gauna ; Rafael Yuguero González de Mendivil
Evolutionary Industrial Physical Model Generation / Alberto Carrascal ; Amaia Alberdi
Evolving Neural Networks, with Maximum AUC for Imbalanced Data Classification / Xiaofen Lu ; Ke Tang ; Xin Yao
Memetic Feature Selection: Benchmarking Hybridization Schemata / M. Larrea ; J. Valera ; V. Gómez ; F. Artaza ; M. A. Esseghir ; Gilles Goncalves ; Yahya Slimani
A Hybrid Cellular Genetic Algorithm for Multi-objective Crew scheduling Problem / Fariborz Jolai ; Ghazal Assadipour
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training / Vicente Gómez-Garay ; Eloy Irigoyen ; Fernando Artaza
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition / Roberto A. Vázquez ; Humberto Sossa ; Beatriz A. Garro
Efficient Plant Supervision Strategy Using NN Based Techniques / Ramon Ferreiro Garcia ; Jose Luis Calvo Rolle ; Francisco Javier Perez Castelo
FDI and Accommodation Using NN Based Techniques / Alberto De Miguel Catoira ; Beatriz Ferreiro Sanz
A Hybird ACO Approach to the Matrix Bandwidth Minimization Problem / Camelia-M. Pintea ; Gloria-Cerasela Crisan ; Camelia Chira
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy / Carmen Vidaurre ; Claudia Sannelli ; Klaus-Robert Müller ; Benjamin Blankertz
Analysing the Low Quality of the Data in Lighting Control Systems / Jose R. Villar ; Enrique de la Cal ; Javier Sedano ; Marco García-Tamargo
Type-1 Non-singleton Type-2 Takagi-Sugeno-Kang Fuzzy Logic Systems Using the Hybrid Mechanism Composed by a Kalman Type Filter and Back Propagation Methods / Gerardo M. Mendez ; Angeles Hernández ; Alberto Cavazos ; Marco-Tulio Mata-Jiménez
An Hybrid Architecture Integrating Forward Rules with Fuzzy Ontological Reasoning / Stefano Bragaglia ; Federico Chesani ; Anna Ciampolini ; Paola Mello ; Marco Montali ; Davide Sottara
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease / D. Salas-Gonzalez ; J.M. Górriz ; J. Ramírez ; Fermin Segovia ; Rosa Chaves ; Miriam López ; I.A. Illán ; Pablo Padilla
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules / Javier Ramírez
Exploratory Matrix Factorization for PET Image Analysis / A. Kodewitz ; I.R. Keck ; A.M. Tomé ; Elmar W. Lang
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease / Juan-Manuel Górriz ; Elmar Lang ; Ignacio Álvarez ; Diego Salas-González
Partial Least Squares for Feature Extraction of SPECT Images / C.G. Puntonet
Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities / Alberto Olivares ; Gonzalo Olivares
Prediction of Bladder Cancer Recurrences Using Artificial Neural Networks / Ekaitz Zulueta Guerrero ; Naiara Telleria Garay ; Borja Ayerdi Vilches ; Eider Egilegor Iragorri ; David Lecumberri Castaños ; Ana Belén de la Hoz Rastrollo ; Carlos Pertusa Peña
Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up / Jon Haitz Legarreta ; Fernando Boto ; Iván Macía ; Josu Maiora ; Guillermo García ; Céline Paloc ; Manuel Graña ; Mariano de Blas
On the Design of a CADS for Shoulder Pain Pathology / M.C. Hernández ; E. Martínez ; C. Vaquero
Exploring Symmetry to Assist Alzheimer's Disease Diagnosis
Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair / Javier Sanchez Abuín
Randomness and Fuzziness in Bayes Multistage Classifier / Robert Burduk
Multiple Classifier System with Radial Basis Weight Function / Konrad Jackowski
Mixture of Random Prototype-Based Local Experts / Giuliano Armano ; Nima Hatami
Graph-Based Model-Selection Framework for Large Ensembles / Krisztian Buza ; Alexandros Nanopoulos ; Lars Schmidt-Thieme
Rough Set-Based Analysis of Characteristic Features for ANN Classifier / Urszula Stanczyk
Boosting Algorithm with Sequence-Loss Cost Function for Structured Prediction / Tomasz Kajdanowicz ; Przemyslaw Kazienko ; Jan Kraszewski
Application of Mixture of Experts to Construct Real Estate Appraisal Models / Magdalena Graczyk ; Tadeusz Lasota ; Zbigniew Telec ; Bogdan Trawinski
Designing Fusers on the Basis of Discriminants - Evolutionary and Neural Methods of Training / Michal Wozniak ; Marcin Zmyslony
Author Index
Y-Means: An Autonomous Clustering Algorithm (Invited Paper) / Ali A. Ghorbani ; Iosif-Viorel Onut
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications (Invited Paper) / James Llinas
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment / M. Fikret Ercan ; Xiang Li ; Ximing Liang
94.

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94. Trends in Applied Intelligent Systems
Nicol?s Garc?a-Pedrajas, Moonis Ali, Jos? Manuel Ben?tez, Colin Fyfe, Francisco Herrera, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Engineering Knowledge and Semantic Systems
Improving Effectiveness of Query Expansion Using Information Theoretic Approach / Hazra Imran ; Aditi Sharan
Defining Coupling Metrics among Classes in an OWL Ontology / Juan García ; Francisco García ; Roberto Therón
Enterprise 2.0 and Semantic Technologies for Open Innovation Support / Francesco Carbone ; Jesús Contreras ; Josefa Z. Hernández
Algorithmic Decision of Syllogisms / Bora I. Kumova ; Hüseyin Çakir
Matching Multilingual Tags Based on Community of Lingual Practice from Multiple Folksonomy: A Preliminary Result / Jason J. Jung
Ensemble Learning: Methods and Applications
Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers / Rimantas Kybartas ; Nurdan Akhan Baykan ; Nihat Yilmaz ; Sarunas Raudys
Ensembles of Probability Estimation Trees for Customer Churn Prediction / Koen W. De Bock ; Dirk Van den Poel
Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clustering / Mihaela Elena Breaban
Building a New Classifier in an Ensemble Using Streaming Unlabeled Data / Mehmed Kantardzic ; Joung Woo Ryu ; Chamila Walgampaya
Random Projections for SVM Ensembles / Jesús Maudes ; Juan José Rodríguez ; César García-Osorio ; Carlos Pardo
Rotation Forest on Microarray Domain: PCA versus ICA / Carlos J. Alonso-González ; Q. Isaac Moro-Sancho ; Iván Ramos-Muñoz ; M. Aránzazu Simón-Hurtado
An Empirical Study of Multilayer Perception Ensembles for Regression Tasks
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition / Óscar J. Prieto ; Belarmino Pulido
Evolutionary Computation and Applications
Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithm / Hoang N. Luong ; Hai T.T. Nguyen ; Chang Wook Ahn
A New Artificial Immune System for Solving the Maximum Satisfiability Problem / Abdesslem Layeb ; Abdel Hakim Deneche ; Souham Meshoul
Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platforms / Marcus Vinícius Carvalho da Silva ; Nadia Nedjah ; Luiza de Macedo Mourelle
A Discrete Differential Evolution Algorithm for Solving the Weighted Ring Arc Loading Problem / Anabela Moreira Bernardino ; Eugénia Moreira Bernardino ; Juan Manuel Sánchez-Pérez ; Juan Antonio Gómez-Pulido ; Miguel Angel Vega-Rodríguez
A Parallel Genetic Algorithm on a Multi-Processor System-on-Chip / Rubem Euzébio Ferreira
The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithms / Urszula Markowska-Kaczmar ; Filip Krygowski
Fuzzy Systems and Applications
Obtaining Significant Relations in L-Fuzzy Contexts / Cristina Alcalde ; Ana Burusco ; Ramón Fuentes-González
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center / Francisco Barrientos ; Gregorio Sainz
Optimization of Embedded Fuzzy Rule-Based Systems in Wireless Sensor Network Nodes / M.A. Gadeo-Martas ; J.A. Fernández-Prieto ; J. Canada Bago ; J.R. Velasco
An Algorithm for Online Self-organization of Fuzzy Controllers / Ana Belén Cara ; Héctor Pomares ; Ignacio Rojas
A Mechanism of Output Constraint Handling for Analytical Fuzzy Controllers / Piotr M. Marusak
Analysis of the Performance of a Semantic Interpretability-Based Tuning and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective Evolutionary Algorithm / María José Gacto ; Rafael Alcalá ; Francisco Herrera
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models / José Luis Aznarte M. ; José M. Benítez
Heuristic Methods and Swarm Intelligence for Optimization
Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Case / Luzia Vidal de Souza ; Paulo Henrique Siqueira
Particle Swarm Optimization in Exploratory Data Analysis / Ying Wu ; Colin Fyfe
Using the Bees Algorithm to Assign Terminals to Concentrators
Multicritetia Assignment Problem (Selection of Access Points) / Mark Sh. Levin ; Maxim V. Petukhov
Composite Laminates Buckling Optimization through Lévy Based Ant Colony Optimization / Roberto Candela ; Giulio Cottone ; Giuseppe Fileccia Scimemi ; Eleonora Riva Sanseverino
Teaching Assignment Problem Solver / Ali Hmer ; Malek Mouhoub
Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS) / Fábio Roberto Chavarette ; José Manoel Balthazar ; Ivan Rizzo Guilherme ; Orlando Saraiva do Nascimento Junior
Industrial Applications of Data Mining: New Paradigms for New Challenges
A Representation to Apply Usual Data Mining Techniques to Chemical Reactions / Frank Hoonakker ; Nicolas Lachiche ; Alexandre Varnek ; Alain Wagner
Incident Mining Using Structural Prototypes / Ute Schmid ; Martin Hofmann ; Florian Bader ; Tilmann Häberle ; Thomas Schneider
Viability of an Alarm Predictor for Coffee Rust Disease Using Interval Regression / Oscar Luaces ; Luiz Henrique A. Rodrigues ; Carlos Alberto Alves Meira ; José R. Quevedo ; Antonio Bahamonde
Prediction of Web Goodput Using Nonlinear Autoregressive Models / Maciej Drwal ; Leszek Borzemski
Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids / Paulo J.L. Adeodato ; Petrônio L. Braga ; Adrian L. Arnaud ; Germano C. Vasconcelos ; Frederico Guedes ; Hélio B. Menezes ; Giorgio O. Limeira
Intelligent Agent-Based Systems
Social Order in Hippocratic Multi-Agent Systems / Ludivine Crépin ; Yves Demazeau ; Olivier Boissier ; François Jacquenet
Building an Electronic Market System / Elaine Lawrence ; John Debenham
Information Theory Based Intelligent Agents
A Possibilistic Approach to Goal Generation in Cognitive Agents / Célia Da Costa Pereira ; Andrea G.B. Tettamanzi
Modelling Greed of Agents in Economical Context / Tibor Bosse ; Ghazanfar F. Siddiqui ; Jan Treur
Modeling and Verifying Agent-Based Communities of Web Services / Wei Wan ; Jamal Bentahar ; Abdessamad Ben Hamza
Interactive and Cognitive Environments
An Ambient Intelligent Agent Model Based on Behavioural Monitoring and Cognitive Analysis / Alexei Sharpanskykh
The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent / Usef Faghihi ; Philippe Fouriner-viger ; Roger Nkambou ; Pierre Poirier
Driver's Behavior Assessment by On-board/Off-board Video Context Analysis / Lorenzo Ciardelli ; Andrea Beoldo ; Francesco Pasini ; Carlo Regazzoni
An eHealth System for a Complete Home Assistance / Jaime Martín ; Mario Ibañez ; Natividad Martínez Madrid ; Ralf Seepold
Tracking System Based on Accelerometry for Users with Restricted Physical Activity / L.M. Soria-Morillo ; Juan Antonio Álvarez-García ; Juan Antonio Ortega ; Luis González-Abril
Internet Applications
Web Query Reformulation Using Differential Evolution / Prabhat K. Mahanti ; Mohammad Al-Fayoumi ; Soumya Banerjee ; Feras Al-Obeidat
On How Ants Put Advertisements on the Web / Tony White ; Amirali Salehi-Abari ; Braden Box
Mining Association Rules from Semantic Web Data / Victoria Nebot ; Rafael Berlanga
Hierarchical Topic-Based Communities Construction for Authors in a Literature Database / Chien-Liang Wu ; Jia-Ling Koh
Generating an Event Arrangement for Understanding News Articles on the Web / Norifumi Hirata ; Shun Shiramatsu ; Tadachika Ozono ; Toramatsu Shintani
Architecture for Automated Search and Negotiation in Affiliation among Community Websites and Blogs / Robin M.E. Swezey ; Masato Nakamura
Knowledge Management and Knowledge Based Systems
Effect of Semantic Differences in WordNet-Based Similarity Measures / Raúl Ernesto Menéndez-Mora ; Ryutaro Ichise
An Ontological Representation of Documents and Queries for Information Retrieval Systems / Mauro Dragoni
Predicting the Development of Juvenile Delinquency by Simulation / Charlotte Gerritsen ; Michel C.A. Klein
Building and Analyzing Corpus to Investigate Appropriateness of Argumentative Discourse Structure for Facilitating Consensus / Tatiana Zidrasco ; Jun Takasaki
Improving Identification Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using Barge-in Timing / Kyoko Matsuyama ; Kazunori Komatani ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno
A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysis / Ahmed Badreddine ; Nahla Ben Amor
Machine Learning
Feature Selection and Occupancy Classification Using Seismic Sensors / Arun Subramanian ; Kishan G. Mehrotra ; Chilukuri K. Mohan ; Pramod K. Varshney ; Thyagaraju Damarla
Extending Metric Multidimensional Scaling with Bregman Divergences / Jigang Sun ; Malcolm Crowe
Independent Component Analysis Using Bregman Divergences / Xi Wang
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition / Oresti Baños
Time Space Tradeoffs in GA Based Feature Selection for Workload Characterization / Dan E. Tamir ; Clara Novoa ; Daniel Lowell
Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction / Wladimiro Díaz- Villanueva ; Francesc J. Ferri ; Vicente Cerverón
Scaling Up Feature Selection by Means of Democratization / Aida de Haro-García ; Nicolás García-Pedrajas
Author Index
Engineering Knowledge and Semantic Systems
Improving Effectiveness of Query Expansion Using Information Theoretic Approach / Hazra Imran ; Aditi Sharan
Defining Coupling Metrics among Classes in an OWL Ontology / Juan García ; Francisco García ; Roberto Therón
95.

電子ブック
ＥＢ
95. Trends in Applied Intelligent Systems
Nicolás García-Pedrajas, Moonis Ali, José Manuel Benítez, Colin Fyfe, Francisco Herrera, Takeo Kanade, José Manuel Benítez Sánchez
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
所蔵情報: loading…
目次情報: 続きを見る
Engineering Knowledge and Semantic Systems
Improving Effectiveness of Query Expansion Using Information Theoretic Approach / Hazra Imran ; Aditi Sharan
Defining Coupling Metrics among Classes in an OWL Ontology / Juan García ; Francisco García ; Roberto Therón
Enterprise 2.0 and Semantic Technologies for Open Innovation Support / Francesco Carbone ; Jesús Contreras ; Josefa Z. Hernández
Algorithmic Decision of Syllogisms / Bora I. Kumova ; Hüseyin Çakir
Matching Multilingual Tags Based on Community of Lingual Practice from Multiple Folksonomy: A Preliminary Result / Jason J. Jung
Ensemble Learning: Methods and Applications
Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers / Rimantas Kybartas ; Nurdan Akhan Baykan ; Nihat Yilmaz ; Sarunas Raudys
Ensembles of Probability Estimation Trees for Customer Churn Prediction / Koen W. De Bock ; Dirk Van den Poel
Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clustering / Mihaela Elena Breaban
Building a New Classifier in an Ensemble Using Streaming Unlabeled Data / Mehmed Kantardzic ; Joung Woo Ryu ; Chamila Walgampaya
Random Projections for SVM Ensembles / Jesús Maudes ; Juan José Rodríguez ; César García-Osorio ; Carlos Pardo
Rotation Forest on Microarray Domain: PCA versus ICA / Carlos J. Alonso-González ; Q. Isaac Moro-Sancho ; Iván Ramos-Muñoz ; M. Aránzazu Simón-Hurtado
An Empirical Study of Multilayer Perception Ensembles for Regression Tasks
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition / Óscar J. Prieto ; Belarmino Pulido
Evolutionary Computation and Applications
Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithm / Hoang N. Luong ; Hai T.T. Nguyen ; Chang Wook Ahn
A New Artificial Immune System for Solving the Maximum Satisfiability Problem / Abdesslem Layeb ; Abdel Hakim Deneche ; Souham Meshoul
Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platforms / Marcus Vinícius Carvalho da Silva ; Nadia Nedjah ; Luiza de Macedo Mourelle
A Discrete Differential Evolution Algorithm for Solving the Weighted Ring Arc Loading Problem / Anabela Moreira Bernardino ; Eugénia Moreira Bernardino ; Juan Manuel Sánchez-Pérez ; Juan Antonio Gómez-Pulido ; Miguel Angel Vega-Rodríguez
A Parallel Genetic Algorithm on a Multi-Processor System-on-Chip / Rubem Euzébio Ferreira
The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithms / Urszula Markowska-Kaczmar ; Filip Krygowski
Fuzzy Systems and Applications
Obtaining Significant Relations in L-Fuzzy Contexts / Cristina Alcalde ; Ana Burusco ; Ramón Fuentes-González
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center / Francisco Barrientos ; Gregorio Sainz
Optimization of Embedded Fuzzy Rule-Based Systems in Wireless Sensor Network Nodes / M.A. Gadeo-Martas ; J.A. Fernández-Prieto ; J. Canada Bago ; J.R. Velasco
An Algorithm for Online Self-organization of Fuzzy Controllers / Ana Belén Cara ; Héctor Pomares ; Ignacio Rojas
A Mechanism of Output Constraint Handling for Analytical Fuzzy Controllers / Piotr M. Marusak
Analysis of the Performance of a Semantic Interpretability-Based Tuning and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective Evolutionary Algorithm / María José Gacto ; Rafael Alcalá ; Francisco Herrera
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models / José Luis Aznarte M. ; José M. Benítez
Heuristic Methods and Swarm Intelligence for Optimization
Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Case / Luzia Vidal de Souza ; Paulo Henrique Siqueira
Particle Swarm Optimization in Exploratory Data Analysis / Ying Wu ; Colin Fyfe
Using the Bees Algorithm to Assign Terminals to Concentrators
Multicritetia Assignment Problem (Selection of Access Points) / Mark Sh. Levin ; Maxim V. Petukhov
Composite Laminates Buckling Optimization through Lévy Based Ant Colony Optimization / Roberto Candela ; Giulio Cottone ; Giuseppe Fileccia Scimemi ; Eleonora Riva Sanseverino
Teaching Assignment Problem Solver / Ali Hmer ; Malek Mouhoub
Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS) / Fábio Roberto Chavarette ; José Manoel Balthazar ; Ivan Rizzo Guilherme ; Orlando Saraiva do Nascimento Junior
Industrial Applications of Data Mining: New Paradigms for New Challenges
A Representation to Apply Usual Data Mining Techniques to Chemical Reactions / Frank Hoonakker ; Nicolas Lachiche ; Alexandre Varnek ; Alain Wagner
Incident Mining Using Structural Prototypes / Ute Schmid ; Martin Hofmann ; Florian Bader ; Tilmann Häberle ; Thomas Schneider
Viability of an Alarm Predictor for Coffee Rust Disease Using Interval Regression / Oscar Luaces ; Luiz Henrique A. Rodrigues ; Carlos Alberto Alves Meira ; José R. Quevedo ; Antonio Bahamonde
Prediction of Web Goodput Using Nonlinear Autoregressive Models / Maciej Drwal ; Leszek Borzemski
Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids / Paulo J.L. Adeodato ; Petrônio L. Braga ; Adrian L. Arnaud ; Germano C. Vasconcelos ; Frederico Guedes ; Hélio B. Menezes ; Giorgio O. Limeira
Intelligent Agent-Based Systems
Social Order in Hippocratic Multi-Agent Systems / Ludivine Crépin ; Yves Demazeau ; Olivier Boissier ; François Jacquenet
Building an Electronic Market System / Elaine Lawrence ; John Debenham
Information Theory Based Intelligent Agents
A Possibilistic Approach to Goal Generation in Cognitive Agents / Célia Da Costa Pereira ; Andrea G.B. Tettamanzi
Modelling Greed of Agents in Economical Context / Tibor Bosse ; Ghazanfar F. Siddiqui ; Jan Treur
Modeling and Verifying Agent-Based Communities of Web Services / Wei Wan ; Jamal Bentahar ; Abdessamad Ben Hamza
Interactive and Cognitive Environments
An Ambient Intelligent Agent Model Based on Behavioural Monitoring and Cognitive Analysis / Alexei Sharpanskykh
The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent / Usef Faghihi ; Philippe Fouriner-viger ; Roger Nkambou ; Pierre Poirier
Driver's Behavior Assessment by On-board/Off-board Video Context Analysis / Lorenzo Ciardelli ; Andrea Beoldo ; Francesco Pasini ; Carlo Regazzoni
An eHealth System for a Complete Home Assistance / Jaime Martín ; Mario Ibañez ; Natividad Martínez Madrid ; Ralf Seepold
Tracking System Based on Accelerometry for Users with Restricted Physical Activity / L.M. Soria-Morillo ; Juan Antonio Álvarez-García ; Juan Antonio Ortega ; Luis González-Abril
Internet Applications
Web Query Reformulation Using Differential Evolution / Prabhat K. Mahanti ; Mohammad Al-Fayoumi ; Soumya Banerjee ; Feras Al-Obeidat
On How Ants Put Advertisements on the Web / Tony White ; Amirali Salehi-Abari ; Braden Box
Mining Association Rules from Semantic Web Data / Victoria Nebot ; Rafael Berlanga
Hierarchical Topic-Based Communities Construction for Authors in a Literature Database / Chien-Liang Wu ; Jia-Ling Koh
Generating an Event Arrangement for Understanding News Articles on the Web / Norifumi Hirata ; Shun Shiramatsu ; Tadachika Ozono ; Toramatsu Shintani
Architecture for Automated Search and Negotiation in Affiliation among Community Websites and Blogs / Robin M.E. Swezey ; Masato Nakamura
Knowledge Management and Knowledge Based Systems
Effect of Semantic Differences in WordNet-Based Similarity Measures / Raúl Ernesto Menéndez-Mora ; Ryutaro Ichise
An Ontological Representation of Documents and Queries for Information Retrieval Systems / Mauro Dragoni
Predicting the Development of Juvenile Delinquency by Simulation / Charlotte Gerritsen ; Michel C.A. Klein
Building and Analyzing Corpus to Investigate Appropriateness of Argumentative Discourse Structure for Facilitating Consensus / Tatiana Zidrasco ; Jun Takasaki
Improving Identification Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using Barge-in Timing / Kyoko Matsuyama ; Kazunori Komatani ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno
A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysis / Ahmed Badreddine ; Nahla Ben Amor
Machine Learning
Feature Selection and Occupancy Classification Using Seismic Sensors / Arun Subramanian ; Kishan G. Mehrotra ; Chilukuri K. Mohan ; Pramod K. Varshney ; Thyagaraju Damarla
Extending Metric Multidimensional Scaling with Bregman Divergences / Jigang Sun ; Malcolm Crowe
Independent Component Analysis Using Bregman Divergences / Xi Wang
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition / Oresti Baños
Time Space Tradeoffs in GA Based Feature Selection for Workload Characterization / Dan E. Tamir ; Clara Novoa ; Daniel Lowell
Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction / Wladimiro Díaz- Villanueva ; Francesc J. Ferri ; Vicente Cerverón
Scaling Up Feature Selection by Means of Democratization / Aida de Haro-García ; Nicolás García-Pedrajas
Author Index
Engineering Knowledge and Semantic Systems
Improving Effectiveness of Query Expansion Using Information Theoretic Approach / Hazra Imran ; Aditi Sharan
Defining Coupling Metrics among Classes in an OWL Ontology / Juan García ; Francisco García ; Roberto Therón
96.

電子ブック
ＥＢ
96. Hybrid Artificial Intelligence Systems
Manuel Graña Romay, Emilio Corchado, M. Teresa Garcia Sebastian, Takeo Kanade, Josef Kittler, M. Teresa Garcia Sebastian
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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目次情報: 続きを見る
Y-Means: An Autonomous Clustering Algorithm (Invited Paper) / Ali A. Ghorbani ; Iosif-Viorel Onut
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications (Invited Paper) / James Llinas
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment / M. Fikret Ercan ; Xiang Li ; Ximing Liang
Markovian Ants in a Queuing System / Ilija Tanackov ; Dragan Simic ; Siniša Sremac ; Jovan Tepic ; Suncica Kocic-Tanackov
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization / J.F. Jimenez ; F.J. Cuevas ; J.H. Sossa ; L.E. Gomez
Automatic PSO-Based Deformable Structures Markerless Tracking in Laparoscopic Cholecystectomy / Haroun Djaghloul ; Mohammed Batouche ; Jean-Pierre Jessel
A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization / Hajira Jabeen ; Abdul Rauf Baig
Developing an Intelligent Parking Management Application Based on Multi-agent Systems and Semantic Web Technologies / Andrés Muñoz ; Juan A. Botía
Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect / Borja Fernandez-Gauna ; Jose Manuel Lopez-Guede ; Ekaitz Zulueta
Social Simulation for AmI Systems Engineering / Teresa Garcia-Valverde ; Emilio Serrano ; Juan A. Botia
Automatic Behavior Pattern Classification for Social Robots / Abraham Prieto ; Francisco Bellas ; Pilar Caamaño ; Richard J. Duro
Healthcare Information Fusion Using Context-Aware Agents / Dante I. Tapia ; Juan A. Fraile ; Ana de Luis ; Javier Bajo
Multivariate Discretization for Associative Classification in a Sparse Data Application Domain / María N. Moreno García ; Joel Pinho Lucas ; Vivian F. López Batista ; M. José Polo Martín
Recognition of Turkish Vowels by Probabilistic Neural Networks Using Yule-Walker AR Method / Erdem Yavuz ; Vedat Topuz
A Dynamic Bayesian Network Based Structural Learning towards Automated Handwritten Digit Recognition / Olivier Pauplin ; Jianmin Jiang
A Dual Network Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification for Soft Real Time Applications / Piyabute Fuangkhon ; Thitipong Tanprasert
The Abnormal vs. Normal ECG Classification Based on Key Features and Statistical Learning / Jun Dong ; Jia-fei Tong ; Xia Liu
Classification of Wood Pulp Fibre Cross-Sectional Shapes / Asuka Yamakawa ; Gary Chinga-Carrasco
A Hybrid Cluster-Lift Method for the Analysis of Research Activities / Boris Mirkin ; Susana Nascimento ; Trevor Fenner ; Luís Moniz Pereira
Protein Fold Recognition with Combined SVM-RDA Classifier / Wiestaw Chmielnicki ; Katarzyna Stapor
Data Processing on Database Management Systems with Fuzzy Query / Irfan Simsek
A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms / Eren Esgin ; Pinar Senkul ; Cem Cimenbicer
Continuous Pattern Mining Using the FCPGrowth Algorithm in Trajectory Data Warehouses / Marcin Gorawski ; Pawel Jureczek
Hybrid Approach for Language Identification Oriented to Multilingual Speech Recognition in the Basque Context / N. Barroso ; K. López de Ipiña ; A. Ezeiza ; O. Barroso ; U. Susperregi
An Approach of Bio-inspired Hybrid Model for Financial Markets / Vladeta Gajic ; Svetlana Simic
Interactive and Stereoscopic Hybrid 3D Viewer of Radar Data with Gesture Recognition / Jon Goenetxea ; Aitor Moreno ; Luis Unzueta ; Andoni Galdós ; Álvaro Segura
Recognition of Manual Actions Using Vector Quantization and Dynamic Time Warping / Marcel Martin ; Jonathan Maycock ; Florian Paul Schmidt ; Oliver Kramer
Protecting Web Services against DoS Attacks: A Case-Based Reasoning Approach / Cristian Pinzón ; Juan F. De. Paz ; Carolina Zato ; Javier Pérez
Ranked Tag Recommendation Systems Based on Logistic Regression / J.R. Quevedo ; E. Montañés ; J. Ranilla ; I. Díaz
A Hybrid Robotic Control System Using Neuroblastoma Cultures / J.M. Ferrández ; V. Lorente ; J.M. Cuadra ; F. delaPaz ; José Ramón Álvarez-Sánchez ; E. Fernández
Image Segmentation with a Hybrid Ensemble of One-Class Support vector Machines / Boguslaw Cyganek
Power Prediction in Smart Grids with Evolutionary Local Kernel Regression / Benjamin Satzger ; Jörg Lässig
Automatic Quality Inspection of Percussion Cap Mass Production by Means of 3D Machine Vision and Machine Learning Techniques / A. Tellaeche ; R. Arana ; A. Ibarguren ; J.M. Martínez-Otzeta
Speaker Verification and Identification Using Principal Component Analysis Based on Global Eigenvector Matrix / Minkyung Kim ; Eunyoung Kim ; Changwoo Seo ; Sungchae Jeon
Hybrid Approach for Automatic Evaluation of Emotion Elicitation Orientd to People with Intellectual Disabilities / R. Martínez ; E. Irigoyen ; N. Asla
Fusion of Fuzzy Spatial Relations / Nadeem Salamat ; El-hadi Zahzah
Reducing Artifacts in TMS-Evoked EEG / Juan José Fuertes ; Carlos M. Travieso ; A. Álvarez ; M.A. Ferrer ; J.B. Alonso
Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data / Romain Raveaux ; Guillaume Hillairet
Stamping Line Optimization Using Genetic Algorithms and Virtual 3D Line Simulation / Javier A. García-Sedano ; Jon Alzola Bernardo ; Asier González González ; Óscar Berasategui Ruiz de Gauna ; Rafael Yuguero González de Mendivil
Evolutionary Industrial Physical Model Generation / Alberto Carrascal ; Amaia Alberdi
Evolving Neural Networks, with Maximum AUC for Imbalanced Data Classification / Xiaofen Lu ; Ke Tang ; Xin Yao
Memetic Feature Selection: Benchmarking Hybridization Schemata / M. Larrea ; J. Valera ; V. Gómez ; F. Artaza ; M. A. Esseghir ; Gilles Goncalves ; Yahya Slimani
A Hybrid Cellular Genetic Algorithm for Multi-objective Crew scheduling Problem / Fariborz Jolai ; Ghazal Assadipour
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training / Vicente Gómez-Garay ; Eloy Irigoyen ; Fernando Artaza
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition / Roberto A. Vázquez ; Humberto Sossa ; Beatriz A. Garro
Efficient Plant Supervision Strategy Using NN Based Techniques / Ramon Ferreiro Garcia ; Jose Luis Calvo Rolle ; Francisco Javier Perez Castelo
FDI and Accommodation Using NN Based Techniques / Alberto De Miguel Catoira ; Beatriz Ferreiro Sanz
A Hybird ACO Approach to the Matrix Bandwidth Minimization Problem / Camelia-M. Pintea ; Gloria-Cerasela Crisan ; Camelia Chira
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy / Carmen Vidaurre ; Claudia Sannelli ; Klaus-Robert Müller ; Benjamin Blankertz
Analysing the Low Quality of the Data in Lighting Control Systems / Jose R. Villar ; Enrique de la Cal ; Javier Sedano ; Marco García-Tamargo
Type-1 Non-singleton Type-2 Takagi-Sugeno-Kang Fuzzy Logic Systems Using the Hybrid Mechanism Composed by a Kalman Type Filter and Back Propagation Methods / Gerardo M. Mendez ; Angeles Hernández ; Alberto Cavazos ; Marco-Tulio Mata-Jiménez
An Hybrid Architecture Integrating Forward Rules with Fuzzy Ontological Reasoning / Stefano Bragaglia ; Federico Chesani ; Anna Ciampolini ; Paola Mello ; Marco Montali ; Davide Sottara
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease / D. Salas-Gonzalez ; J.M. Górriz ; J. Ramírez ; Fermin Segovia ; Rosa Chaves ; Miriam López ; I.A. Illán ; Pablo Padilla
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules / Javier Ramírez
Exploratory Matrix Factorization for PET Image Analysis / A. Kodewitz ; I.R. Keck ; A.M. Tomé ; Elmar W. Lang
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease / Juan-Manuel Górriz ; Elmar Lang ; Ignacio Álvarez ; Diego Salas-González
Partial Least Squares for Feature Extraction of SPECT Images / C.G. Puntonet
Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities / Alberto Olivares ; Gonzalo Olivares
Prediction of Bladder Cancer Recurrences Using Artificial Neural Networks / Ekaitz Zulueta Guerrero ; Naiara Telleria Garay ; Borja Ayerdi Vilches ; Eider Egilegor Iragorri ; David Lecumberri Castaños ; Ana Belén de la Hoz Rastrollo ; Carlos Pertusa Peña
Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up / Jon Haitz Legarreta ; Fernando Boto ; Iván Macía ; Josu Maiora ; Guillermo García ; Céline Paloc ; Manuel Graña ; Mariano de Blas
On the Design of a CADS for Shoulder Pain Pathology / M.C. Hernández ; E. Martínez ; C. Vaquero
Exploring Symmetry to Assist Alzheimer's Disease Diagnosis
Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair / Javier Sanchez Abuín
Randomness and Fuzziness in Bayes Multistage Classifier / Robert Burduk
Multiple Classifier System with Radial Basis Weight Function / Konrad Jackowski
Mixture of Random Prototype-Based Local Experts / Giuliano Armano ; Nima Hatami
Graph-Based Model-Selection Framework for Large Ensembles / Krisztian Buza ; Alexandros Nanopoulos ; Lars Schmidt-Thieme
Rough Set-Based Analysis of Characteristic Features for ANN Classifier / Urszula Stanczyk
Boosting Algorithm with Sequence-Loss Cost Function for Structured Prediction / Tomasz Kajdanowicz ; Przemyslaw Kazienko ; Jan Kraszewski
Application of Mixture of Experts to Construct Real Estate Appraisal Models / Magdalena Graczyk ; Tadeusz Lasota ; Zbigniew Telec ; Bogdan Trawinski
Designing Fusers on the Basis of Discriminants - Evolutionary and Neural Methods of Training / Michal Wozniak ; Marcin Zmyslony
Author Index
Y-Means: An Autonomous Clustering Algorithm (Invited Paper) / Ali A. Ghorbani ; Iosif-Viorel Onut
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications (Invited Paper) / James Llinas
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment / M. Fikret Ercan ; Xiang Li ; Ximing Liang
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