Amsterdam ; Tokyo : North-Holland , New York, N.Y., U.S.A. : Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co., 1987 xvii, 499 p. ; 23 cm
edited by Ben du Boulay and David Hogg, Luc Steels
出版情報:
Amsterdam ; Tokyo : North-Holland , New York, N.Y., U.S.A. : Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co., 1987 xiv, 682 p. ; 23 cm
Amsterdam ; New York : North-Holland , New York, N.Y., U.S.A. : Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co., 1985 viii, 226 p. ; 24 cm
sponsored by Association for Computing Machinery-Sigart, the University of South Carolina, The University of Tennessee Space Institute(UTSI) ; cooperating organizations, American Association fo Artificial Intelligence ... [et al.]
出版情報:
New York : Association for Computing Machinery, c1990 2 v. (1176 p.) ; 28 cm
Amsterdam, The Netherlands ; New York : North-Holland , New York, N.Y., U.S.A. : Distributors for the U.S. and Canada, Elsevier Science, 1991 xi, 361 p. ; 23 cm
sponsored by The University of Tennessee Space Institute, Association for Computing Machinery-Sigart ; cooperating organizations, American Association for Artificial Intelligence ... [et al.] ; [edited by Moonis Ali]
出版情報:
New York : Association for Computing Machinery, c1989 2 v. (1108 p.) ; 28 cm
Solving Network Synthesis Problems Using Ant Colony Optimisation / M. Randall ; E. Tonkes
A Combined Swarm Differential Evolution Algorithm for Optimization Problems / T. Hendtlass
An Evolutionary Optimum Searching Tool / Z. Tóth ; G. Kókai
Value Prediction in Engineering Applications / G. Ziegler ; Z. Palotai ; T. Cinkler ; P. Arató ; A. Lörincz
Scatter Search with Random Walk Strategy for SAT and MAX-W-SAT Problems / H. Drias ; M. Khabzaoui
Move Ordering Using Neural Networks / L. Kocsis ; J. Uiterwijk ; J. van den Herik
Knowledge Representation
Why Use a Unified Knowledge Representation? / J. Debenham
Lazy Knowledge Base Update / W. &Lstroke;ukaszewicz ; E. Madalińska-Bugaj
On the Computational Aspect of Rule Based Database Updates / Y. Bai ; Y. Zhang
Building an Information and Knowledge Fusion System / T. Meszdros ; Z. Barczikay ; F. Bodon ; T.P. Dobrowiecki ; G. Strausz
Hierarchical Approach for Engineering Skills Acquisition / M.S. Levin
Dealing with Information in the Different Styles Together - Skill Inheritance and Integration of Information / S. Ohsuga ; N. Ueda
Knowledge Modelling in Support of Knowledge Management / R. Kende
A New Approach in Object-Based Knowledge Representation: The AROM System / M. Page ; J. Gensel ; D. Bardou ; C. Capponi ; C. Bruley ; V. Dupierris ; P. Genoud ; D. Ziébelin
Ontology Integration Tasks in Business-to-Business E-Commerce / B. Omelayenko
Model-Based Reasoning
Using Multiple Models for Debugging VHDL Designs / F. Wotawa
Lessons Learned from Diagnosing Dynamic Systems Using Possible Conflicts and Quantitative Models / B. Pulido ; C. Alonso ; F. Acebes
Intelligent Assumption Retrieval from Process Models by Model-Based Reasoning / R. Lakner ; K.M. Hangos
A Knowledge Model for Automatic Configuration of Traffic Messages / M. Molina ; M. Robledo
Machine Learning
Information Extraction from HTML: Combining XML and Standard Techniques for IE from the Web / L. Xiao ; D. Wissmann ; M. Brown ; S. Jablonski
Flexible Similarity Assessment for XML Documents Based on XQL and Java Reflection / D. Bühler ; W. Küchlin
Where to Position the Precision in Knowledge Extraction from Text
Generation of Similarity Measures from Different Sources / B. Stein ; O. Niggemann
SNN: A Supervised Clustering Algorithm / J.S. Aguilar ; R. Ruiz ; J.C. Riquelme ; R. Giráldez
An Eager Regression Method Based on Best Feature Projections / T. Aydin ; H.A. Güvenir
On the Relationship between Learning Capability and the Boltzmann-Formula / P. Stefán ; L. Monostori
Data Mining
A View Selection Tool for Multidimensional Databases / H.M. Jamil ; G.A. Modica
Inductive Learning of a Knowledge Dictionary for a Text Mining System / S. Sakurai ; Y. Ichimura ; A. Suyama ; R. Orihara
Combining Symbolic and Numeric Techniques for DL Contents Classification and Analysis / Y. Toussaint ; J.-C. Lamirel
Soft Computing
Neural Learning from Unbalanced Data Using Noise Modeling / H. Guo ; Y.L. Murphey
Neural Modeling of an Industrial Process with Noisy Data / P. Berényi ; J. Valyon ; G. Horváth
Enhanced Artificial Neurons for Network Applications / G. Murray
Time Delay Neural Networks Designed Using Genetic Algorithms for Short Terms Inter-City Traffic Forecasting / P. Lingras ; P. Mountford
An Efficient Hardware Implementation of Feed-Forward Neural Networks / T. Szabó
MAPS: A Method for Identifying and Predicting Aberrant Behavior in Time Series / E. Kotsakis ; A. Wolski
Comparisons of QP and LP Based Learning from Empirical Data / V. Kecman ; T. Arthanari
A Fuzzy Cognitive Map Based on the Random Neural Model / J. Aguilar
Synthetic Damage Assessment for RC Structure Based on Fuzzy Logic / C.-H. Tsai ; D.-S. Hsu
Genetic Algorithm for Fuzzy Logical Equations Solving in Diagnostic Expert Systems / A. Rotshtein ; H. Rakytyanska
Diagnosis Based on Genetic Algorithms and Fuzzy Logic in NPPs / Y. Zhou ; X. Fang ; B. Zhao
Vagueness in Spatial Data: Rough Set and Egg-Yolk Approaches / T. Beaubouef ; F. Petry
Evolutionary Algorithms
Dynamic Trait Expression for Multiploid Individuals of Evolutionary Algorithms / C. Woodward
A Genetic and Evolutionary Programming Environment with Spatially Structured Populations and Built-In Parallelism / M. Rocha ; F. Pereira ; S. Afonso ; J. Neves
Genetic and Evolutionary Algorithms for Time Series Forecasting / P. Cortez
Layout of Two Dimensional Irregular Shapes Using Genetic Algorithms / R. M'hallah ; A. Bouziri ; W. Jilani
An Application of Genetic Algorithms to Course Scheduling at the United States Army War College / J.J. Donlon
Separation Surfaces through Genetic Programming
Distributed Problem Solving
Distributed Configuration as Distributed Dynamic Constraint Satisfaction / A. Felfernig ; G. Friedrich ; D. Jannach ; M. Zanker|P434
Representation Choice Methods as the Tool for Solving Uncertainty in Distributed Temporal Database Systems with Indeterminate Valid Time / N.T. Nguyen
Checkpoint-Recovery for Mobile Intelligent Networks / Y. Morita ; H. Higaki
Expert Systems
Automotive Product Documentation / A. Kaiser
The Design and Implementation of a Traffic Accident Analysis System / H. Zhang ; B. Back ; W.L. Zhou
Decision Support System for Shadow Mask Development Using Rule and Case / H. Jin ; M. Kim ; S. Jung ; K. Shon ; H. Ha ; B. Ye ; J. Jo
An Expert System for Ironmaking / J. Tuya ; E. Diaz ; M. Hermida ; J.A.L. Brugos ; A. Neira ; A. Alguero ; F. Obeso
Pattern and Speech Recognition, Vision
Short Circuit Detection on Printed Circuit Boards during the Manufacturing Process by Using an Analogic CNN Algorithm / T. Hidvégi ; P. Szolgay
Application of Feature Transformation and Learning Methods in Phoneme Classification / A. Kocsor ; L. Tóth ; L. Felföldi
A Smart Machine Vision System for PCB Inspection / T.Q. Chen ; J. Zhang
Language Processing
Linguistic and Logical Tools for an Advanced Interactive Speech System in Spanish / J. Álvarez ; V. Arranz ; N. Castell ; M. Civit
Selecting a Relevant Set of Examples to Learn IE-Rules / J. Turmo ; H. Rodríguez
An Environment for Formal Specification and Verification of Lingware / B. Gargouri ; M. Jmaiel ; A. Ben Hamadou
Sentence Analysis by Case-Based Reasoning / F. Chakkour
Topic Detection Using Lexical Chains / Y. Chali
Planning and Scheduling
A Mixed Closure-CSP Method to Solve Scheduling Problems / M.I. Alfonso Galipienso ; F. Barber Sanchís
Decentralized Autonomous FMS Control by Hypothetical Reasoning Including Discrete Simulator / H. Yamamoto ; E. Marui
Distributed Learning and Control for Manufacturing Systems Scheduling / J. Hong ; V. Prabhu
An Agent for Providing the Optimum Cycle Length Value in Urban Traffic Areas Constrained by Soft Temporal Deadlines / L.A. García ; F. Toledo
Interactive Modeling for Batch Simulation of Engineering Systems: A Constraint Satisfaction Problem / D. Mitra
Approaches to Increase the Performance of Agent-Based Production Systems / B. Kádár
Scheduling of Production Using the Multi-agent Approach by Hierarchical Structure / B. Frankovic ; T.T. Dang
Optimization of Disassembly Sequences for Recycling of End-of-Life Products by Using a Colony of Ant-Like Agents / F. Failli ; G. Dini
Robotics
Sound and Visual Tracking for Humanoid Robot / H.G. Okuno ; K. Nakadai ; T. Lourens ; H. Kitano
Developing a Mobile Robot Control Application with CommonKADS-RT / M. Henao ; J. Soler ; V. Botti
Intelligent Control of Mobile Robot during Autonomous Inspection of Welding Damage Based on Genetic Algorithm / D.-Y. Ju ; S. Kushida
Machine Learning for Car Navigation / D. Mitrovic
Autonomous Agents
Implementing Agent Management Using Conversation Patterns and Role Theory / C. Stergiou ; G. Arys
An Approach to Coalition Formation Using Argumentation-Based Negotiation in Multi-agent Systems / H. Hattori ; T. Ito ; T. Ozono ; T. Shintani
A Negotiation Model to Support Material Selection in Concurrent Design / R. Barker ; L. Holloway ; A. Meehan
An XML-Based Language for Coordination Protocol Description in Multi-agent System / M. Weiliang ; S. Huanye ; Dingpeng
A Distributed Multi-agent Model for Value Nets / C. Dodd ; S.R.T. Kumara
Norms for DLP Agents Working in a Warehouse Scenario / I.A. Letia ; F. Craciun ; Z. Köpe
Design
A Methodology for Reliable Systems Design / J. Solano-Soto ; L.E. Sucar
Intelligent Support for Interactive Configuration of Mass-Customized Products / M. Zanker
Knowledge Decomposition for Conceptual Product Design: An Approach to Develop Specific Domain Expert Systems for Supporting Concurrent Engineering Projects / R. Hermes de Araúijo ; O. Possamai ; L.D. Valentina
Control
Intelligent Control Synthesis of Manufacturing Systems / F. Čapkovič ; P. Capkovic
A Knowledge Based System for the Maintenance of Chemical Plants and Its Implementation Using OPTRANS / G. Pieri ; M.R. Klein ; M. Milanese
Different Kinds of Neural Networks in Control and Monitoring of Hot Rolling Mill / L. Cser ; J. Gulyáis ; L. Szücs ; A. Horváth ; L. Árvai ; B. Baross
Non-linear Prediction of Vibration Series for Turbogenerator Unit / Z.-H. Ge ; Z.-H. Han ; C.-F. Ding
Autonomous Agents Architecture to Supervise and Control a Wastewater Treatment Plant / D. Riaño ; M. Sànchez-Marrè ; I. R.-Roda
Agent-Based Support for Handling Environmental and Life-Cycle Issues / E. Zudor
Manufacturing Systems
Fractal Businesses in an E-Business World / W. Sihn ; J. Klink
Optimisation of Process Chains and Production Plants by Using a Hybrid-, AI-, and Simulation-Based Approach / Z.J. Viharos
A Multi-agent Fuzzy Cognitive Tool for Reengineering Manufacturing Systems / J. Macedo
Finance and Business
Product Line Design with Customer Preferences / A. Márkus ; J. Váncza
Applying Logic of Information Flow and Situation Theory to Model Agents That Simulate the Stock Market Behaviour / S.B. Teixeira Mendes ; O.L.M. de Farias
GAs and Financial Analysis / M. Leus ; D. Deugo ; F. Oppacher ; R. Cattral
Semi-structured Knowledge Representation for the Automated Financial Advisor / B. Galitsky
Software Engineering
Improving Space, Time, and Termination in Rewriting-Based Programming / N. Nedjah ; L. de Macedo Mourelle
Knowledge Intensive Case-Based Assistance for Framework Reuse / M. Gómez-Albarráin ; P.A. González-Calero
Deciding on a Pattern / J.C. McPhail
Program Modeling for Fault Definition Based Static Analysis / T. Illgen
Goal-Driven, Scalable Generation of Complete Interaction Sequences for Testing Graphical User Interfaces / F. Belli
Tutoring
Planning Agents in a Multi-agents Intelligent Tutoring System / R. Nkambou ; F. Kabanza
Constraint-Based Tutors: A Success Story / A. Mitrovic ; M. Mayo ; P. Suraweera ; B. Martin
Applying Collision Avoidance Expert System to Navigation Training Systems as an Intelligent Tutor / C. Yang ; S. Phan ; P. Kuo ; F.O. Lin
Author Index
Search
Solving Network Synthesis Problems Using Ant Colony Optimisation / M. Randall ; E. Tonkes
A Combined Swarm Differential Evolution Algorithm for Optimization Problems / T. Hendtlass
Information Retrieval Based on Statistical Language Models / W. Bruce Croft
Intelligent Agent Battlespace Augmentation / Philip J. Emmerman ; Uma Y. Movva
Learning and Evolution: An Introduction to Non-darwinian Evolutionary Computation / Ryszard S. Michalski
Regular Papers
Knowledge Discovery and Learning / 1A：
Can Relational Learning Scale Up? / Attilio Giordana ; Lorenza Saitta ; Michele Sebag ; Marco Botta
Discovering Geographic Knowledge: The INGENS System / Donato Malerba ; Floriana Esposito ; Antonietta Lanza ; Francesca A. Lisi
Temporal Data Mining Using Hidden Periodicity Analysis / Weiqiang Lin ; Mehmet A. Orgun
Mining N-most Interesting Itemsets / Ada W.-c. Fu ; Renfrew W.-w. Kwong ; Jian Tang
Intelligent Information Retrieval / 1B：
Repository Management in an Intelligent Indexing Approach for Multimedia Digital Libraries / B. Armani ; E. Bertino ; B. Catania ; D. Laradi ; B. Marin ; G.P. Zarri
Logic-Based Approach to Semistructured Data Retrieval / Mohand-Saïd Hacid ; Farouk Toumani
High Quality Information Retrieval for Improving the Conduct and Management of Research and Development / Ronald N. Kostoff
Signature-Based Indexing for Retrieval by Spatial Content in Large 2D-String Image Databases / Essam A. El-Kwae
Refining Logic Theories under OI-Implication / N. Fanizzi ; S. Ferilli ; G. Semeraro2A：
Rule Quality Measures Improve the Accuracy of Rule Induction: An Experimental Approach / Aijun An ; Nick Cercone
A Dynamic Approach for Knowledge Discovery of Web Access Patterns / Alaaeldin Hafez
Data Reduction via Conflicting Data Analysis / M. Boussouf ; M. Quafafou
A Comparison of Rule Matching Methods Used in AQ15 and LERS / Jerzy W. Grzymala-Busse ; Pankaj Shah
Evolutionary Computation / 2B：
Evolving Behaviors for Cooperating Agents / Jeffrey K. Bassett ; Kenneth A. De Jong
Evolving Finite-State Machine Strategies for Protecting Resources / William M. Spears ; Diana F. Gordon
A Method of Generating Program Specification from Description of Human Activities / Shuhei Kawasaki ; Setsuo Ohsuga
PLAtestGA: A CNF-Satisfiability Problem for the Generation of Test Vectors for Missing Faults in VLSI Circuits / Alfredo Cruz
Evaluating Migration Strategies for an Evolutionary Algorithm Based on the Constraint-Graph that Solves CSP / Arturo Núñez ; María-Cristina Riff
Methodologies / 3A：
Relative Robustness: An Empirical Investigation of Behaviour Based and Plan Based Paradigms as Environmental Conditions Change / Jennifer Kashmirian ; Lin Padgham
A Heuristic for Domain Independent Planning and Its Use in an Enforced Hill-Climbing Algorithm / Jörg Hoffmann
Planning while Executing: A Constraint-Based Approach / R. Barruffi ; M. Milano ; P. Torroni
Intelligent Information Systems / 3B：
Problem Decomposition and Multi-agent System Creation for Distributed Problem Solving / Katsuaki Tanaka ; Michiko Higashiyama
A Comparative Study of Noncontextual and Contextual Dependencies / S.K.M. Wong ; C.J. Butz
Extended Query Answering Using Integrity Rules / Barry G.T. Lowden ; Jerome Robinson
Finding Temporal Relations: Causal Bayesian Networks vs. C4.5 / Kamran Karimi ; Howard J. Hamilton4A：
Learning Relational Clichés with Contextual LGG / Johanne Morin and Stan Matwin
Design of Rough Neurons: Rough Set Foundation and Petri Net Model / J.F. Peters ; A. Skowron ; Z. Suraj ; L. Han ; S. Ramanna
Towards Musical Data Classification via Wavelet Analysis / Alicja Wieczorkowska
Logic for AI / 4B：
Annotated Hyperresolution for Non-horn Regular Multiple-Valued Logics / James J. Lu ; Neil V. Murray ; Erik Rosenthal
Fundamental Properties on Axioms of Kleene Algebra / Tomoko Ninomiya ; Masao Mukaidono
Extending Entity-Relationship Models with Higher-Order Operators / Antonio Badia
Combining Description Logics with Stratified Logic Programs in Knowledge Representation / Jianhua Chen
Emergence Measurement and Analyzes of Conceptual Abstractions During Evolution Simulation in OOD / Mourad Oussalah ; Dalila Tamzalit5A：
Using Intelligent Systems in Predictions of the Bacterial Causative Agent of an Infection / Diana R. Cundell ; Randy S. Silibovsky ; Robyn Sanders ; Les M. Sztandera
An Intelligent Lessons Learned Process / Rosina Weber ; David W. Aha ; Hector Muñoz-Ávila ; Leonard A. Breslow
What the Logs Can Tell You: Mediation to Implement Feedback in Training / David A. Maluf ; Gio Wiederhold5B：
Top-Down Query Processing in First Order Deductive Databases under the DWFS / C.A. Johnson
Discovering and Resolving User Intent in Heterogeneous Databases / Chris Fernandes ; Lawrence Henschen
Learning and Knowledge Discovery / 6A：
Discovering and Matching Elastic Rules from Sequence Databases / Sanghyun Park ; Wesley W. Chu
Perception-Based Granularity Levels in Concept Representation / Jean-Daniel Zucker
Local Feature Selection with Dynamic Integration of Classifiers / Alexey Tsymbal ; Seppo Puuronen
Prediction of Ordinal Classes Using Regression Trees / Stefan Kramer ; Gerhard Widmer ; Bernhard Pfahringer ; Michael de Groeve
Optimal Queries in Information Filtering / Ali H. Alsaffar ; Jitender S. Deogun ; Hayri Sever6B：
Automatic Semantic Header Generator / Bipin C. Desai ; Sami S. Haddad ; Abdelbaset Ali
On Modeling of Concept Based Retrieval in Generalized Vector Spaces / Minkoo Kim ; Vijay V. Raghavan
Template Generation for Identifying Text Patterns / Cecile Boisson ; Nahid Shahmehri
Qualitative Discovery in Medical Databases / Jiming Liu7A：
Finding Association Rules Using Fast Bit Computation: Machine-Oriented Modeling / Eric Louie ; Tsau Y. Lin
Using Closed Itemsets for Discovering Representative Association Rules / Jamil Saquer
Legitimate Approach to Association Rules under Incompleteness / Marzena Kryszkiewicz ; Henryk Rybinski
A Simple and Tractable Extension of Situation Calculus to Epistemic Logic / Robert Demolombe ; Maria del Pilar Pozos Parra7B：
Rule Based Abduction / Sai K. Lakkaraju ; Yan Zhang
An Efficient Proof Method for Non-clausal Reasoning / E. Altamirano ; G. Escalada-Imaz
An Intelligent System Dealing with Complex Nuanced Information within a Statistical Context / D. Pacholczyk ; F. Dupin de Saint Cyr
On the Complexity of Optimal Multisplitting / Tapio Elomaa ; Juho Rousu8A：
Parametric Algorithms for Mining Share-Frequent Itemsets / Brock Barber
Discovery of Clinical Knowledge in Hospital Information Systems: Two Case Studies / Shusako Tsumoto
Foundations and Discovery of Operational Definitions / Jan M. Żytkow ; Zbigniew W. Raś
A Multi-agent Based Architecture for Distributed KDD Process / Chunnian Liu ; Ning Zhong
Knowledge Representation / 8B：
Towards a Software Architecture for Case-Based Reasoning Systems / Enric Plaza ; Josep-Lluís Arcos
Knowledge Representation in Planning: A PDDL to OCLh Translation / R.M. Simpson ; T.L. McCluskey ; D. Liu ; D.E. Kitchin
A Method and Language for Constructing Multiagent Systems / Hiroyuki Yamauchi
A Formalism for Building Causal Polytree Structures Using Data Distributions / M. Ouerd ; B.J. Oommen ; Stan Matwin
Abstraction in Cartographic Generalization / Sébastien Mustière
Author Index
Invited Paper
Information Retrieval Based on Statistical Language Models / W. Bruce Croft
Intelligent Agent Battlespace Augmentation / Philip J. Emmerman ; Uma Y. Movva
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition / Demetrios Michalopoulos ; Chih-Kang Hu
Use of Artificial Neural Networks for Buffet Loads Prediction / Oleg Levinski
Computational Cost Reduction by Selective Attention for Fast Speaker Adaptation in Multilayer Perceptron / In-Cheol Kim ; Sung-Il Chien
A Comparison of Neural Networks with Time Series Models for Forecasting Returns on a Stock Market Index / Juliana Yim
Image/Speech 1
Automatic Detection of Film Orientation with Support Vector Machines / Dane Walsh ; Christian Omlin
A Generic Approach for the Vietnamese Handwritten and Speech Recognition Problems / Vu Hai Quan ; Pham Nam Trung ; Nguyen Due Hoang Ha ; Lam Tri Tin ; Hoang Kiem ; An H Nguyen
Efficient and Automatic Faces Detection Based on Skin-Tone and Neural Network Model / Bae-Ho Lee ; Kwang-Hee Kim ; Yonggwan Won ; Jiseung Nam
Efficient Image Segmentation Based on Wavelet and Watersheds for Video Objects Extraction / Jong-Bae Kim ; Hang-Joon Kim
Evolutionary and Genetic Algorithms 1
FPGA-Based Implementation of Genetic Algorithm for the Traveling Salesman Problem and Its Industrial Application / Iouliia Skliarova ; António B.Ferrari
Minimal Addition Chain for Efficient Modular Exponentiation Using Genetic Algorithms / Nadia Nedjah ; Luiza de Macedo Mourelle
An Evolutionary Algorithm for the Synthesis of RAM-Based FSMs / Valery Sklyarov
Genetic Algorithms for Design of Liquid Retaining Structure / K. W. Chau ; F. Albermani
Autonomous Agents
Modelling Crew Assistants with Multi-Agent Systems in Fighter Aircraft / Arjen Vollebregt ; Daan Hannessen ; Henk Hesselink ; Jelle Beetstra
Learning from Human Decision-Making Behaviors - An Application to RoboCup Software Agents / Ruck Thawonmas ; Junichiro Hirayama ; Fumiaki Takeda
Distributed Deadlock Detection in Mobile Agent Systems / Bruce Ashfield ; Dwight Deugo ; Franz Oppacher ; Tony White
An Agent-Based Approach for Production Control Incorporating Environmental and Life-Cycle Issues, together with Sensitivity Analysis / Elisabeth Hie Zudor ; László Monostori
Feasibility Restoration for Iterative Meta-heuristics Search Algorithms / Marcus Randall
Best Paper Candidates 1
Optimization of Pulse Pattern for a Multi-robot Sonar System Using Genetic Algorithm / George Nyauma Nyakoe ; Makoto Ohki ; Suichiro Tabuchi ; Masaaki Ohkita
The Suitability of Particle Swarm Optimisation for Training Neural Hardware / David Braendler ; Tim Hendtlass
Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems / Nando Laumanns ; Marco Laumanns ; Hartmut Kitterer
The Macronet Element: A Substitute for the Conventional Neuron / Gerrard Murray
Genetic Algorithm Optimisation of Mathematical Models Using Distributed Computing / S. Dunn ; S. Peucker
Best Paper Candidates 2
Genetic Algorithm Optimisation of Part Placement Using a Connection-Based Coding Method / Alan Crispin ; Paul Clay ; Gaynor Taylor ; Robert Hackney ; Tom Bayes ; David Reedman
A Fast Evolutionary Algorithm for Image Compression in Hardware / Mehrdad Salami
Automatic Speech Recognition: The New Millennium / Khalid Daoudi
Applying Machine Learning for Ensemble Branch Predictors / Gabriel H. Loh ; Dana S. Henry
A Customizable Configuration Tool for Design of Multi-part Products / Niall Murtagh
Neural Networks 2
Phase-to-Phase Wave Parameters Measurement of Distribution Lines Based on BP Networks / Fengling Han ; Xinghuo Yu ; Yong Feng ; Huifeng Dong
Learning Capability: Classical RBF Network vs. SVM with Gaussian Kernel / Rameswar Debnath ; Haruhisa Takahashi
Trading off between Misclassification, Recognition and Generalization in Data Mining with Continuous Features / Dianhui Wang ; Tharam Dillon ; Elizabeth Chang
Interacting Neural Modules / Garry Briscoe
The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System / Zhi-Hua Zhou ; Yuan Jiang ; Xu-Ri Yin ; Shi-Fu Chen
Internet Applications 1
Entrepreneurial Intervention in an Electronic Market Place / John Debenham
Intelligent Auto-downloading of Images / Vikram Natarajan ; Angela Goh
Intelligent Facilitation Agent for Online Web-Based Group Discussion System / Junalux Chalidabhongse ; Wirat Chinnan ; Piehet Weehasaethnon ; Arpakorn Tantisirithanakorn
TWIMC: An Anonymous Recipient E-mail System / Sebon Ku ; Bogju Lee ; Dongman Lee
Mental States of Autonomous Agents in Competitive and Cooperative Settings / Walid S. Saba
Expert Systems
An Expert System Application for Improving Results in a Handwritten Form Recognition System / Silvana Rossetto ; Flávio M. Varejão ; Thomas W. Rauber
A Knowledge-Based System for Construction Site Level Facilities Layout / M. Anson
A Decision-Support System to Improve Damage Survivability of Submarine / D. Lee ; J. Lee ; K. H. Lee
On the Verification of an Expert System: Practical Issues / Jorge Santos ; Zita Vale ; Carlos Ramos
DOWNSIZINGX: A Rule-Based System for Downsizing the Corporation's Computer Systems / J. L. Mitrpanont ; T. Plengpung
Credit Apportionment Scheme for Rule-Based Systems: Implementation and Comparative Study / N. M. Hewahi ; H. Ahmad
Internet Applications 2
An Adaptive Web Cache Access Predictor Using Neural Network / Wen Tian ; Ben Choi ; Vir V. Phoha
A Designated Bid Reverse Auction for Agent-Based Electronic Commerce / Tokuro Matsuo ; Takayuki Ito
Design of a Fuzzy Usage Parameter Controller for Diffserv and MPLS / K. K. Phang ; S. H. Lim ; M. Hj. Yaaeob ; T. C. Ling
A Tool for Extension and Restructuring Natural Language Question Answering Domains / Boris Galitsky
Effective Retrieval of Information in Tables on the Internet / Sung-Won Jung ; Kyung-Hee Sung ; Tae-Won Park ; Hyuk-chul Kwon
Evolutionary and Genetic Algorithms 2
A Fitness Estimation Strategy for Genetic Algorithms
Derivation of L-system Models from Measurements of Biological Branching Structures Using Genetic Algorithms / Bian Runqiang ; Phoebe Chen ; Kevin Burrage ; Jim Hanan ; Peter Room ; John Belward
Evolving a Schedule with Batching, Precedence Constraints, and Sequence-Dependent Setup Times: Crossover Needs Building Blocks / Paul J. Darwen
The Development of the Feature Extraction Algorithms for Thai Handwritten Character Recognition System / S. Kiwprasopsak
Route Planning Wizard: Basic Concept and Its Implementation / Teruaki Ito
AI Applications
The Design and Implementation of Color Matching System Based on Back Propagation / HaiYi Zhang ; JianDong Bi ; Barbro Back
Component-Oriented Programming as an AI-Planning Problem / Debasis Mitra ; Walter P. Bond
Dynamic CSPs for Interval-Based Temporal Reasoning / Malek Mouhoub ; Jonathan Yip
Efficient Pattern Matching of Time Series Data / Sangjun Lee ; Dongseop Kwon ; Sukho Lee
A Multi-attribute Decision-Making Approach toward Space System Design Automation through a Fuzzy Logic-Based Analytic Hierarchical Process / Michelle Lavagna ; Amalia Ercoli Finzi
Best Paper Candidates 3
A Case Based System for Oil and Gas Well Design / Simon Kravis ; Rosemary Irrgang
Ant Colony Optimisation Applied to a Dynamically Changing Problem / Daniel Angus
A GIS-Integrated Intelligent System for Optimization of Asset Management for Maintenance of Roads and Bridges / M. D. Salim ; T. Strauss ; M. Emch
A Unified Approach for Spatial Object Modelling and Map Analysis Based on 2nd Order Many-Sorted Language / Oscar Luiz Monteiro de Farias ; Sueli Bandeira Teixeira Mendes
Training and Application of Artificial Neural Networks with Incomplete Data / Zs. J. Viharos ; L. Monostori ; T. Vincze
Knowledge Processing
Message Analysis for the Recommendation of Contact Persons within Defined Subject Fields / Frank Heeren ; Wilfried Sihn
An Intelligent Knowledge Processing System on Hydrodynamics and Water Quality Modeling / C.Cheng ; Y. S. Li ; C. W. Li ; O. Wai
Uncertainty Management and Informational Relevance / M. Chachoua ; D. Pacholczyk
Potential Governing Relationship and a Korean Grammar Checker Using Partial Parsing / Mi-young Kang ; Su-ho Park ; Ae-sun Yoon
Image/Speech 2
On-Line Handwriting Character Recognition Using Stroke Information / Jungpil Shin
Face Detection by Integrating Multiresolution-Based Watersheds and a Skin-Color Model / Su-Woong Jung
Social Interaction of Humanoid Robot Based on Audio-Visual Tracking / Hiroshi G. Okuno ; Kazuhiro Nakadai ; Hiroaki Kitano
Hybrid Confidence Measure for Domain-Specific Keyword Spotting / Jinyoung Kim ; Joohun Lee ; Seungho Choi
Model Based Reasoning
Model-Based Debugging or How to Diagnose Programs Automatically / Franz Wotawa ; Markus Stumptner ; Wolfgang Mayer
On a Model-Based Design Verification for Combinatorial Boolean Networks / Satoshi Hiratsuka ; Akira Fusaoka
Optimal Adaptive Pattern Matching / Luiza de Maeedo Mourelle
Analysis of Affective Characteristics and Evaluation of Harmonious Feeling of Image Based on 1/f Fluctuation Theory / Mao Xia ; Chen Bin ; Zhu Gang ; Muta Itsuya
Adaptive Control
Collective Intelligence and Priority Routing in Networks / Bernard Pagurek
An Agent-Based Approach to Monitoring and Control of District Heating Systems / Fredrik Wernstedt ; Paul Davidsson
Using Machine Learning to Understand Operator's Skill / Ivan Bratko ; Dorian Šue
Reactive Load Control of Parallel Transformer Operations Using Neural Networks / Fakhrul Islam ; Baikunth Nath ; Joarder Kamruzzaman
Author Index
Neural Networks 1
An Error Back-Propagation Artificial Neural Networks Application in Automatic Car License Plate Recognition / Demetrios Michalopoulos ; Chih-Kang Hu
Use of Artificial Neural Networks for Buffet Loads Prediction / Oleg Levinski
editor, M.H. Hamza ; [sponsors, the International Association of Science and Technology for Development (IASTED), the IASTED Technical Committee on Neural Networks]
出版情報:
Anaheim, Calif. : IASTED/ACTA Press, c2000 154 p. ; 28 cm
[sponsored by IEEE Computer Society ; co-sponsored by Information Technology Research Institute, Wright State University, the Hong Kong University of Science and Technology ; edited by Andrew Lim]
出版情報:
Los Alamitos, Calif. ; Tokyo : IEEE Computer Society, c2005 xv, 718 p. ; 28 cm
[sponsored by IEEE Computer Society ; co-sponsored by Information Technology Research Institute, Wright State University, Florida Atlantic University ; edited by Taghi M. Khoshgoftaar]
出版情報:
Los Alamitos, Calif. ; Tokyo : IEEE Computer Society, c2004 xvii, 789 p. ; 28 cm.
Knowledge Discovery in Multiple Databases / Xindong Wu
Machine Learning for Personalized Wireless Portals / Michael J. Pazzani
Detecting and Mitigating Security Anomaliies / Mladen Vouk
Data Mining - I / Session 1：
Mining Confident Minimal Rules with Fixed-Consequents / I. Rahal ; D. Ren ; W. Wu ; W. Perrizo
Flow Miner: Finding Flow Patterns in Spatio-Temporal Databases / J. Wang ; W. Hsu ; M. Lee
A Vertical Outlier Detection Algorithm with Clusters as By-Product
Identifying Variable-Length Meaningful Phrases with Correlation Functions / H.-R. Kim ; P. Chan
Optimization - I / Session 2：
Optimization of Bounds in Temporal Flexible Planning with Dynamic Controllability / B. Wah ; D. Xin
Empirical Evaluation of Optimized Stacking Configurations / A. Ledezma ; R. Aler ; A. Sanchis ; D. Borrajo
MetaIP - A New Approach to Combinatorial Optimization: Case Studies / Y. Li ; A. Lim
Reactive Prohibition-Based Ant Colony Optimization (RPACO): A New Parallel Architecture for Constrained Clique Sub-Graphs / S. Youssef ; D. Elliman
SAT/Search Algorithms - I / Session 3：
Using Directed Acyclic Graphs to Coordinate Propagation and Search for Numerical Constraint Satisfaction Problems / X.-H. Vu ; H. Schichl ; D. Sam-Haroud
SAT Based BDD Solver for Quantified Boolean Formulas / G. Audemard ; L. Sais
Practically Handling Some Configuration Isomorphisms / L. Henocque ; N. Prcovic
Scalable Distributed Depth-First Search with Greedy Work Stealing / J. Jaffar ; A. Santosa ; R. Yap ; K. Zhu
Machine Learning - I / Session 4：
A Coverage Based Ensemble Algorithm (CBEA) for Streaming Data / J. Rushing ; S. Graves ; E. Criswell ; A. Lin
Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry / A. Kalousis ; J. Prados ; J.-C. Sanchez ; L. Allard ; M. Hilario
Comparative Analysis of Two Associative Memory Neural Networks / A. Cronin ; O. McEnery ; T. Kechadi ; F. Geiselbrechtinger
An Empirical Evaluation of Interval Estimation for Markov Decision Processes / A. Strehl ; M. Littman
Data Mining - II / Session 5：
Towards Real-Time Obstacle Detection Using a Hierarchical Decomposition Methodology for Stereo Matching with a Genetic Algorithm / Y. Ruichek ; H. Issa ; J. Postaire ; J. Burie
Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool / S. Yahia ; E. Nguifo
A Scalable Algorithm for Mining Maximal Frequent Sequences Using Sampling / C. Luo ; S. Chung
Cultural Algorithms: Modeling of How Cultures Learn to Solve Problems / R. Reynolds ; B. Peng
Software Engineering with Computational Intelligence / Session 6：
Automated Test Data Generation Using MEA-Graph Planning / M. Gupta ; F. Bastani ; L. Khan ; I.-L. Yen
Semi-Supervised Learning for Software Quality Estimation / N. Seliya ; T. Khoshgoftaar ; S. Zhong
Extract Rules from Software Quality Prediction Model Based on Neural Network / Q. Wang ; J. Zhu ; B. Yu
Using Fuzzy Theory for Effort Estimation of Object-Oriented Software / M. Braz ; S. Vergilio
Human Perception of Software Complexity: Knowledge Discovery from Software Data / M. Reformat ; P. Musiek ; V. Wu ; N. Pizzi
Information Retrieval - I / Session 7：
Giving Temporal Order to News Corpus / H. Uejima ; T. Miura ; I. Shioya
An Information Retrieval System for the Analysis of Systematic Defects in VLSI / D. DeMaris ; D. Maynard ; B. Reuter
CoIRS: Cluster-Oriented Image Retrieval System / H. Lotfy ; A. Elmaghraby
SAT/Search Algorithms - II / Session 8：
A Time-Space Trade-Off for Constraint Networks Decomposition / P. Jegou ; C. Terrioux
Encoding Partial Constraint Satisfaction in the Semiring-Based Framework for Soft Constraints / S. Bistarelli ; E. Freuder ; B. O'Sullivan
Hidden Structure in Unsatisfiable Random 3-SAT: An Empirical Study / I. Lynce ; J. Marques-Silva
Constraint Satisfaction Problems: Backtrack Search Revisited / A. Chmeiss
Machine Learning - II / Session 9：
YaDT: Yet another Decision Tree Builder / S. Ruggieri
Reduced Ensemble Size Stacking / N. Rooney ; D. Patterson ; C. Nugent
An Extended Kernel for Generalized Multiple-Instance Learning / Q. Tao ; S. Scott ; N. Vinodchandran ; T. Takeo ; B. Mueller
Data Driven Automatic Model Selection and Parameter Adaptation - A Case Study for Septic Shock / R. Brause
Planning & Scheduling / Session 10：
A Prioritized-Based Approach to Handling Conflicts in Access Control / S. Benferhat ; R. El Baida
VAL: Automatic Plan Validation, Continuous Effects and Mixed Initiative Planning Using PDDL / R. Howey ; D. Long ; M. Fox
Solving the Selecting and Scheduling Satellite Photographs Problem with a Consistent Neighborhood Heuristic / D. Habet ; M. Vasquez
Focussed Propagation of MDPs for Path Planning / D. Ferguson ; A. Stentz
Intelligent Image Analysis - I / Session 11：
Automatic Heliothis Zea Classification Using Image Analysis / T. Patten ; W. Li ; G. Bebis ; M. Freeman
A Stochastic Optimization Scheme for Automatic Registration of Aerial Images / S. Makrogiannis ; N. Bourbakis ; S. Borek
Efficient Image Segmentation by Mean Shift Clustering and MDL-Guided Region Merging / Q. Luo
Motion Analysis with Application to Assistive Vision Technology
Data Mining - III / Session 12：
A Hybrid Approach for Mining Maixmal Hyperclique Patterns / Y. Huang ; H. Xiong ; Z. Zhang
Mining Decision Rules from Deterministic Finite Automata / F. Jacquenet ; M. Sebban ; G. Valetudie
Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions Using Network Topology / J. Chen ; S.-K. Ng
Noise Identification with the k-Means Algorithm / W. Tang
Evolutionary Computation / Session 13：
Analysing the Effects of Combining Fitness Scaling and Inversion in Genetic Algorithms / S. Hill ; J. Newell ; C. O'Riordan
GP-Lab: The Genetic Programming Laboratory / W. Glaholt ; D. Zhang
Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns / M. Kaya ; R. Alhajj
Visualization Tool for a Terrain-Based Genetic Algorithm / V. Gordon ; J. Thein
Agent-Based Systems / Session 14：
Multi-Agent Opportunistic Planning and Plan Execution / J. Lawton ; C. Domshlak
An Adaptive Strategy for Trust/Honesty Model in Multi-Agent Semi-Competitive Environments / K.-m. Lam ; H.-f. Leung
A Swarm Approach for Emission Sources Localization / X. Cui ; C. Hardin ; R. Ragade
A Reactive Multi-Agent System for Localisation and Tracking in Mobile Robotics / F. Gechter ; V. Chevrier ; F. Charpillet
Improving Coordination with Communication in Multi-Agent Reinforcement Learning / D. Szer
Knowledge Representation and Management - I / Session 15：
Theory and Semantic Refinement of Bridge Ontology Based on Multi-Ontologies / B. Xu ; P. Wang ; J. Lu ; D. Kang
A Logic-Based Approach for Query Refinement in Ontology-based Information Retrieval Systems / N. Stojanovic ; L. Stojanovic
Combining Multiple Inclusion Representations in Numerical Constraint Propagation / B. Faltings
Consistency of Test Cases in Validation of Bayesian Knowledge-Bases / E. Santos Jr. ; H. Dinh
Intelligent Image Analysis - II / Session 16：
Image Chromatic Adaptation Using ANNs for Skin Color Adaptation / P. Kakumanu ; R. Bryll ; S. Panchanathan
Illumination Invariant Face Recognition Based on Neural Network Ensemble / W.-J. Li ; C.-J. Wang ; D.-X. Xu ; S.-F. Chen
Image Texture Representation and Retrieval Based on Power Spectral Histograms / C.-j. Wang ; Y.-b. Yang ; W.-j. Li
SAT/Search Algorithms - III / Session 17：
Nonchronological Backtracking in Stochastic Boolean Satisfiability / S. Majercik
N-to-2-Space Mapping for Visualization of Search Algorithm Performance / M. Kadluczka ; P. Nelson ; T. Tirpak
Meta-Heuristics for Robust Graph Coloring Problem / F. Wang
Adapting the Large Neighborhood Search to Effectively Solve Pickup and Delivery Problems with Time Windows / V. Tam ; M. Kwan
Information Retrieval - II / Session 18：
Path-Augmented Keyword Search for XML Documents / X. Wu
An Approach for Ontology-Enhanced Query Refinement in Information Portals
A Hybrid Approach to Concept Extraction and Recognition-Based Matching in the Domain of Human Resources / D. Crow ; J. DeSanto
SAT/Search Algorithms - IV / Session 19：
Guiding Real-World SAT Solving with Dynamic Hypergraph Separator Decomposition / P. van Beek
Backjump-Based Techniques versus Conflict-Directed Heuristics / C. Lecoutre ; F. Boussemart ; F. Hemery
Another SAT to CSP Conversion / O. Roussel
Toward Good Elimination Orders for Symbolic SAT Solving / J. Huang ; A. Darwiche
Unsupervised and Semi-Supervised Learning - I / Session 20：
Determining the Number of Clusters/Segments in Hierarchical Clustering/Segmentation Algorithms / S. Salvador
Efficient Learning of Hierarchical Latent Class Models / N. Zhang ; T. Kocka
Democratic Co-Learning / Y. Zhou ; S. Goldman
Knowledge Representation & Management - II / Session 21：
Exploring the Relationship between Knowledge and Algorithm Performance in Discrete Optimization / X. Zhong ; R. McCartney
Quartet Based Phylogeny Reconstruction with Answer Set Programming / G. Wu ; G. Lin ; J.-H. You
Ontology Based Object Learning and Recognition: Application to Image Retrieval / N. Maillot ; M. Thonnat ; C. Hudelot
Machine Learning - III / Session 22：
Mode Committee: A Novel Ensemble Method by Clustering and Local Learning / Z. Xie
An Improved Hidden Markov Model for Transmembrane Topology Prediction / R. Kahsay ; L. Liao ; G. Gao
Learning Multi-Time Delay Gene Network Using Bayesian Network Framework / T.-F. Liu ; W.-K. Sung ; A. Mittal
Boosting Constraint Satisfaction Using Decision Trees / A. Ferguson
A Factor Tree Inference Algorithm for Bayesian Networks and Its Application / W. Liao ; W. Zhang ; Q. Ji
Unsupervised and Semi-Supervised Learning - II / Session 23：
XML Clustering by Principal Component Analysis / J. Liu ; K. Herbert
An Effective Support Vector Machines (SVMs) Performance Using Hierarchical Clustering / M. Awad ; I-L. Yen
Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design / S. Venkataraman ; D. Metaxes ; D. Fradkin ; C. Kulikowski ; I. Muchnik
An Efficient Density Based Clustering Algorithm for Large Databases / Y. El-Sonbaty ; M. Ismail ; M. Farouk
SAT/Search Algorithms - V / Session 24：
Domain Specific Searches Using Conceptual Spectra / D. Bonino ; F. Corno ; L. Farinetti
K-Group A* for Multiple Sequence Alignment with Quasi-Natural Gap Costs / R. Zhou ; E. Hansen
A Framework for Guided Complete Search for Solving Constraint Satisfaction Problems and Some of Its Instances / S. Fung ; D. Zheng ; J. Lee ; H. Chun
A Smoothed Dynamic Tabu Search Embedded GRASP for m-VRPTW
Machine Learning - IV / Session 25：
Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models / S. Altmueller ; R. Haralick
CORMS AI: Continuous Operational Real-Time Monitoring System / H. Vafaie ; C. Cecere
Data Acquisition with Active and Impact-Sensitive Instance Selection / X. Zhu
Towards Understanding the Role of Learning Models in the Dynamics of the Minority Game / R. Araujo ; L. Lamb
Optimization - II / Session 26：
Solving Conditional and Composite Temporal Constraints / M. Mouhoub ; A. Sukpan
Integration of Lower Bound Estimates in Pseudo-Boolean Optimization / V. Manquinho
Integrating Artificial Intelligence, Argumentation and Game Theory to Develop an Online Dispute Resolution Environment / E. Bellucci ; A. Lodder ; J. Zeleznikow
Poster / Session 27：
A Defeasible Logic Programming System for the Web / G. Antoniou ; A. Bikakis ; G. Wagner
A Study of Selective Neighborhood-Based Naive Bayes for Efficient Lazy Learning / Q. Zhang
Exploiting Systemic Biological Modeling for Trigger Based Adaptation in Networked Intelligent Multi-Agent Systems / A. Bansal
Events Extraction and Classification for Arabic Information Retrieval Systems / S. Abuleil ; M. Evens
Textured Image Retrieval by the Modal Analysis of Quantized Spectral Point Patterns / C. Barcelos ; M. Ferreira ; M. Rodrigues
Supervised Clustering - Algorithms and Benefits / C. Eick ; N. Zeidat ; Z. Zhao
On Data Clustering with a Flock of Artificial Agents / F. Picarougne ; H. Azzag ; G. Venturini ; C. Guinot
A Dynamic Reasoning Architecture for Computer Network Management / S. Gaglio ; L. Gatani ; G. Lo Presti ; G. Lo Re ; A. Urso
Modeling, Analysis and Visualization of Uncertainty in the Battlespace / B. McQueary ; L. Krause ; H. Wang ; Q. Zhao
A Deterministic Method for Initializing K-Means Clustering / T. Su ; J. Dy
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