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1.

図書

図書
Tim Hendtlass, Moonis Ali (eds.)
出版情報: Berlin : Springer, c2002  xiii, 833 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2358 . Lecture notes in artificial intelligence
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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
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
2.

図書

図書
edited by Haya Hirsh and Steve Chien
出版情報: Menlo Park, CA : AAAI Press, c2001  xiii, 97 p. ; 28 cm
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3.

図書

図書
Matthias Jarke, Jana Koehler, Gerhard Lakemeyer (eds.)
出版情報: Berlin : Springer, c2002  xiii, 326 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2479 . Lecture notes in artificial intelligence
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Natural Language
LIGHT - A Constraint Language and Compiler System for Typed-Unification Grammars / Liviu Ciortuz
Phrase-Based Statistical Machine Translation / Richard Zens ; Franz Josef Och ; Hermann Ney
Compiling Dynamic Agent Conversations / Pierre Bonzon
Machine Learning - Combined Approaches
Dynamic Pricing of Information Products Based on Reinforcement Learning: A Yield-Management Approach / Michael Schwind ; Oliver Wendt
Incremental Fuzzy Decision Trees / Marina Guetova ; Steffen Holldobler ; Hans-Peter Storr
Learning from Multiple Bayesian Networks for the Revision and Refinement of Expert Systems / Michael Borth
Knowledge Representation, Semantic Web, AI Planning
On the Problem of Computing Small Representations of Least Common Subsumers / Franz Baader ; Anni-Yasmin Turhan
Approximate Information Filtering on the Semantic Web / Heiner Stuckenschmidt
ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions / The Duy Bui ; Dirk Heylen ; Mannes Poel ; Anton Nijholt
Integrating Function Application in State-Based Planning / Ute Schmid ; Marina Muller ; Fritz Wysotzki
Machine Learning - Neural Networks
Fast Winner-Takes-All Networks for the Maximum Clique Problem / Brijnesh J. Jain
Augmenting Supervised Neural Classifier Training Using a Corpus of Unlabeled Data / Andrew Skabar
Learning of Class Descriptions from Class Discriminations: A Hybrid Approach for Relational Objects / Peter Geibel ; Kristina Schädler
Logic Programming - Theorem Proving - Model Checking
The Well-Founded Semantics Is a Stratified Fitting Semantics / Pascal Hitzler ; Matthias Wendt
Axiomatization of Finite Algebras / Jochen Burghardt
Algorithms for Guiding Clausal Temporal Resolution / M. Carmen Fernandez Gago ; Michael Fisher ; Clare Dixon
Vision and Spatial Reasoning
Axiom - A Modular Visual Object Retrieval System / Jochen Wickel ; Pablo Alvarado ; Peter Dorfler ; Thomas Kruger ; Karl-Friedrich Kraiss
Representation of Behavioral Knowledge for Planning and Plan-Recognition in a Cognitive Vision System / Michael Arens ; Hans-Hellmut Nagel
Qualitative Velocity and Ball Interception / Frieder Stolzenburg ; Oliver Obst ; Jan Murray
Spatial Inference - Learning vs. Constraint Solving / Carsten Gips ; Petra Hofstedt
Invited Presentations
From Simulated Dialogues to Interactive Performances with Virtual Actors / Elisabeth Andre
Time, Knowledge, and Cooperation: Alternating-Time Temporal Epistemic Logic and Its Applications / Michael Wooldridge
Semantic Web Enabled Web Services / Dieter Fensel
DFG Priority Programs
DFG Priority Program RoboCup (SPP-1125): Cooperating Teams of Mobile Robots in Dynamic Environments / Thomas Christaller
DFG Priority Program (SPP-1083): Intelligent Agents and Realistic Commercial Application Scenarios / Stefan Kirn
DFG Priority Program (SPP-1077): Socionics - Investigating and Modelling Artificial Societies / Thomas Malsch
Author Index
Natural Language
LIGHT - A Constraint Language and Compiler System for Typed-Unification Grammars / Liviu Ciortuz
Phrase-Based Statistical Machine Translation / Richard Zens ; Franz Josef Och ; Hermann Ney
4.

図書

図書
Jacques Calmet ... [et al.] (eds.)
出版情報: Berlin : Springer, c2002  xi, 341 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2385 . Lecture notes in artificial intelligence
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Invited Talks
Constraint Acquisition / Eugene C. Freuder
Expressiveness and Complexity of Full First-Order Constraints in the Algebra of Trees / Alain Colmerauer
Deduction versus Computation: The Case of Induction / Eric Deplagne ; Claude Kirchner
Integration of Quantifier Elimination with Constraint Logic Programming / Thomas Sturm
AISC Regular Talks
Towards a Hybrid Symbolic/Numeric Computational Approach in Controller Design / Madhu Chetty
Inductive Synthesis of Functional Programs / Emanuel Kitzelmann ; Ute Schmid ; Martin Muhlpfordt ; Fritz Wysotzki
A Symbolic Computation-Based Expert System for AlzheimerÆs Disease Diagnosis / Begoña Herrero ; Luis M. Laita ; Eugenio Roanes-Lozano ; Víctor Maojo ; Luis de Ledesma ; José Crespo ; Laura Laita
On a Generalised Logicality Theorem / Marc Aiguier ; Diane Bahrami ; Catherine Dubois
Using Symbolic Computation in an Automated Sequent Derivation System for Multi-valued Logic / Elena Smirnova
The Wright ? Function / Robert M. Corless ; D.J. Jeffrey
Multicontext Logic for Semigroups of Contexts / RolfNossum ; Luciano Serafini
Indefinite Integration as a Testbed for Developments in Multi-agent Systems / J.A. Campbell
Expression Inference - Genetic Symbolic Classification Integrated with Non-linear Coefficient Optimisation / Andrew Hunter
A Novel Face Recognition Method / Li Bai ; Yihui Liu
Non-commutative Logic for Hand-Written Character Modeling / Jacqueline Castaing
From Numerical to Symbolic Data during the Recognition of Scenarii / S. Loriette-Rougegrez
On Mathematical Modeling of Networks and Implementation Aspects / Regina Bernhaupt ; Jochen Pfalzgraf
Continuous First-Order Constraint Satisfaction / Stefan Ratschan
Coloring Algorithms for Tolerance Graphs: Reasoning and Scheduling with Interval Constraints / Martin Charles Golumbic ; AssafSiani
A Genetic-Based Approach for Satisfiability Problems / Mohamed Tounsi
On Identifying Simple and Quantified Lattice Points in the 2SAT Polytope / K. Subramani
Calculemus Regular Talks
Integrating Boolean and Mathematical Solving: Foundations, Basic Algorithms, and Requirements / Gilles Audemard ; Piergiorgio Bertoli ; Alessandro Cimatti ; Artur Kornilowicz ; Roberto Sebastiani
The Meaning of Infinity in Calculus and Computer Algebra Systems / Michael Beeson ; Freek Wiedijk
Making Conjectures about Maple Functions / Simon Colton
Employing Theory Formation to Guide Proof Planning / Andreas Meier ; Volker Sorge
Unification with Sequence Variables and Flexible Arity Symbols and Its Extension with Pattern-Terms / Temur Kutsia
Combining Generic and Domain Specific Reasoning by Using Contexts / Silvio Ranise
Inductive Theorem Proving and Computer Algebra in the MathWeb Software Bus / Jurgen Zimmer ; Louise A. Dennis
Yacas: A Do-It-Yourself Symbolic Algebra Environment / Ayal Z. Pinkus ; Serge Winitzki
Focus Windows: A New Technique for Proof Presentation / Florina Piroi ; Bruno Buchberger
Author Index
Invited Talks
Constraint Acquisition / Eugene C. Freuder
Expressiveness and Complexity of Full First-Order Constraints in the Algebra of Trees / Alain Colmerauer
5.

図書

図書
Sven Koenig, Robert C. Holte (eds.)
出版情報: Berlin : Springer, c2002  xi, 346 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2371 . Lecture notes in artificial intelligence
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6.

図書

図書
Andreas Birk, Silvia Coradeschi, Satoshi Tadokoro (eds.)
出版情報: Berlin : Springer, c2002  xix, 763 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2377 . Lecture notes in artificial intelligence
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7.

図書

図書
José R. Dorronsoro (ed.)
出版情報: Berlin ; Tokyo : Springer, c2002  xxviii, 1382 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2415
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8.

図書

図書
Mitsuru Ishizuka, Abdul Sattar (eds.)
出版情報: Berlin : Springer, c2002  xx, 623 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2417 . Lecture notes in artificial intelligence
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Invited Talks
Commercial Applications of Machine Learning for Personalized Wireless Portals / Michael J. Pazzani
Learning, Collecting, and Using Ontological Knowledge for NLP / Eduard Hovy
Hidden Variables in Knowledge Representation / Norman Y. Foo
Intellimedia Systems: Research and Applications at the Intersection of Multimedia and Artificial Intelligence / Thomas Rist
Integration of Multimedia and Art for New Human-ComputerCommunications / Ryohei Nakatsu
Logic and AI Foundation
R-UNSEARCHMO: A Refinement on UNSEARCHMO / Yuyan Chao ; Norimitsu Kawana ; Lifeng He ; Tsuyoshi Nakamura ; Hidenori Itoh
Deontic Relevant Logic: A Strong Relevant Logic Approach to Removing Paradoxes from Deontic Logic / Takahiro Tagawa ; Jingde Cheng
Solving the Ramification Problem: Causal Propagation in an Argumentation-Theoretic Approach / Quoc Bao Vo
Representation and Reasoning of Actions
Representing Actions over Dynamic Domains / Yan Zhang
Consistency of Action Descriptions / Dongmo Zhang ; Samir Chopra
Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams / Kee-Eung Kim ; Thomas Dean
Dynamic Fuzziness / Andrzej Buller
Constraint Satisfaction
Distributed Reinforcement of Arc-Consistency / Ahlem Ben Hassine ; Khaled Ghédira
Parallel Execution of Stochastic Search Procedures on Reduced SAT Instances / Wenhui Zhang ; Zhuo Huang ; Jian Zhang
Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning / Yutaka Matsuo ; Mitsuru Ishizuka
Foundations for Agents
Hidden Markov Modeling for Multi-agent Systems / Noda Itsuki
Modelling PRS-Like Agents' Mental States / Wayne Wobcke
Genetic Algorithm and Social Simulation / Pinata Winoto
Foundations for Learning
Adaptive Directed Acyclic Graphs for Multiclass Classification / Boonserm Kijsirikul ; Nitiwut Ussivakul ; Surapant Meknavin
Network Optimization through Learning and Pruning in Neuromanifold / Hyunjin Lee ; Hyeyoung Park ; Yillbyung Lee
DIC: A Novel Discrete Incremental Clustering Technique for the Derivation of Fuzzy Membership Functions / W.L. Tung ; C. Quek
Reinforcement Learning
Application of Episodic Q-Learning to a Multi-agent Cooperative Task / Akira Ito
LC-Learning: Phased Method for Average Reward Reinforcement Learning - Analysis of Optimal Criteria - / Taro Konda ; Tomohiro Yamaguchi
LC-Learning: Phased Method for Average Reward Reinforcement Learning - Preliminary Results - / Shinjiro Tensyo
Knowledge Acquisition and Management
Extension of the RDR Method That Can Adapt to Environmental Changes and Acquire Knowledge from Both Experts and Data / Takuya Wada ; Tetsuya Yoshida ; Hiroshi Motoda ; Takashi Washio
Case Generation Method for Constructing an RDR Knowledge Base / Keisei Fujiwara
Data Mining and Knowledge Discovery
Association Rules Using Rough Set and Association Rule Methods / Defit Sarjon ; Noor Md Sap Mohd
Change-Point Estimation Using New Minimum Message Length Approximations / Leigh J. Fitzgibbon ; David L. Dowe ; Lloyd Allison
Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction / Takashi Matsuda
Neural Network Learning
BackPOLE: Back Propagation Based on Objective Learning Errors
A Method on Improvement of the Online Mode Error Backpropagation Algorithm for Pattern Recognition / Tae-Seung Lee ; Ho-Jin Choi ; Young-Kil Kwag ; Byong-Won Hwang
Optimizing a Multiple Classifier System / Hirotaka Inoue ; Hiroyuki Narihisa
Learning for Robots
Generalization of Iterative Learning Control for Multiple Desired Trajectories in Robotic Systems / M. Arif ; T. Ishihara ; H. Inooka
Learning Topological Maps from Sequential Observation and Action Data under Partially Observable Environment / Takehisa Yairi ; Masahito Togami ; Koichi Hori
A Saliency Map Model for Active Perception Using Color Information and Local Competitive Mechanism / Kyungjoo Cheoi
Generation of Optimal Biped Walking for Humanoid Robot by Co-evolving Morphology and Controller / Ken Endo ; Funinori Yamasaki ; Takashi Maeno ; Hiroaki Kitano
Multi-agent Applications
Multi-agent Coordination in Planning / Jeroen Valk ; Cees Witteveen
A Multi-agent Based Approach to the Inventory Routing Problem / Yizhi Lao ; Hon Wai Leong
An Agent-Based Hybrid Intelligent System for Financial Investment Planning / Zili Zhang ; Chengqi Zhang
Socially Intelligent Aerial Combat Simulator / Henry Hexmoor ; Xin Zhang
Bayesian Network
Construction of Large-Scale Bayesian Networks by Local to Global Search / Kyu-Baek Hwang ; Jae Won Lee ; Seung-Woo Chung ; Byoung-Tak Zhang
Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology / Jung-Wook Bang ; Duncan Gillies
Recognizing 100 Speakers Using Homologous Naive Bayes / Hung-Ju Huang ; Chun-Nan Hsu
Document Analysis and Categorization
An Approach to Microscopic Clustering of Terms and Documents / Akiko Aizawa
Effective Methods for Improving Naive Bayes Text Classifiers / Sang-Bum Kim ; Hae-Chang Rim ; DongSuk Yook ; Heui-Seok Lim
Efficiently Clustering Documents with Committees / Patrick Pantel ; Dekang Lin
Topic Extraction from Text Documents Using Multiple-Cause Networks / Jeong-Ho Chang ; Yuseop Kim
A Comparative Study on Statistical Machine Learning Algorithms and Thresholding Strategies for Automatic Text Categorization / Kang Hyuk Lee ; Judy Kay ; Byeong Ho Kang ; Uwe Rosebrock
PATI: An Approach for Identifying and Resolving Ambiguities / Sung-Dong Kim
Internet/Web Intelligence and Bioinformatics
Extracting User Profiles from E-mails Using the Set-Oriented Classifier / Sebon Ku ; Bogju Lee ; Eunyong Ha
Wrapper Generation by Using XML-Based Domain Knowledge for Intelligent Information Extraction / Jaeyoung Yang ; Jungsun Kim ; Kyoung-Goo Doh ; Joongmin Choi
Modified PrefixSpan Method for Motif Discovery in Sequence Databases / Hajime Kitakami ; Tomoki Kanbara ; Yasuma Mori ; Susumu Kuroki ; Yukiko Yamazaki
A Multi-agent Bioinformatics Integration System with Adjustable Autonomy / Konstantinos Karasavvas ; Albert Burger ; Richard Baldock
Intelligent Learning Environments
Using Case-Based Reasoning Approach in Planning Instructional Activities / Rhodora L. Reyes ; Raymund C. Sison
Feature Construction for Student Group Forming Based on Their Browsing Behaviors in an E-learning System / Tiffany Y. Tang ; Keith C. Chan
Web-Based Tutoring System for Computer Security / Chong-woo Woo ; Jin-woo Choi
Face Recognition
A Simple Illumination Normalization Algorithm for Face Recognition / Jaepil Ko ; Eunju Kim ; Hyeran Byun
A Self-Adaptive Architecture and Its Application to Robust Face Identification / Paul Robertson ; Robert Laddaga
Multimedia and Emotion
Realizing Audio-Visually Triggered ELIZA-Like Non-verbal Behaviors / Hiroshi G. Okuno ; Kazuhiro Nakadai
Audio-to-Visual Conversion Using Hidden Markov Models / Soonkyu Lee
Scripting the Bodies and Minds of Life-Like Characters / Helmut Prendinger ; Sylvain Descamps
An Affective Decision Making Agent Architecture Using Emotion Appraisals / Penny Baillie ; Dickson Lukose
Poster Papers
Logic Programming for Agents / Hisashi Hayashi ; Kenta Cho ; Akihiko Ohsuga
Evolutionary Multi-agents System for Prediction of Social Behavior in Large Cities / Marie Piron ; Alain Cardon ; Christophe Cambier
Agent-Based Cooperative Distributed Tutoring Systems / Elhadi Shakshuki ; Trang Dang
A Computational Model of Reasoning as Socially-Constructed Process / Ruediger Oehlmann
Managing Information Complexity of Supply Chains via Agent-Based Genetic Programming / Ken Taniguchi ; Setsuya Kurahashi ; Takao Terano
Semantic Integration of E-business Models Based on Multi-layered Repository / Noriaki Izumi ; Takahira Yamaguchi
Randomization and Uncertain Inference / Henry E. Kyburg ; Choh Man Teng
Checkers Strategy Evolution with Speciated Neural Networks / Kyung-Joong Kim ; Sung-Bae Cho
Generation and Optimization of Fuzzy Neural Network Structure / Zbigniew Świ&acedil;tnicki ; Vladimír Olej
FuzzyDrive: A Fuzzy Rule-Based Auto Pilot System
Implementing NRDR Using OO Database Management System (OODBMS) / Ghassan Beydoun ; Lina Al-Jadir
Using Ripple Down Rules for Actions and Planning / Rex B.H. Kwok
A Generative Dependency Grammar / Stefan Diaconescu
Indonesian Morphological Parser with Minimum Connectivity Cost to Solve Ambiguities / Mohammad Teduh Uliniansyah ; Shun Ishizaki ; Kiyoko Uchiyama
Target Word Selection Using WordNet and Data-Driven Models in Machine Translation
A Study on Using Natural Language as a Computer Communication Protocol / Ichiro Kobayashi ; Michiaki Iwazume ; Shino Iwashita ; Toru Sugimoto ; Michio Sugeno
Automatic Indexing Based on Term Activities / Naohiro Matsumura ; Yukio Ohsawa
Answer Extraction by Flexible Matching, Filtering, and Interpretation / Kyung-Soon Lee ; Jae-Ho Kim ; Key-Sun Choi
A Statistical Identification and Verification Method for Biometrics / Kwanyong Lee
Proposal of a Multimodal Dialogue Description Language / Masahiro Araki ; Kiyoshi Ueda ; Masashi Akita ; Takuya Nishimoto ; Yasuhisa Niimi
Image Classification by Web Images / Keiji Yanai
Real-Time Face Detection and Tracking Using PCA and NN / Chang-Woo Lee ; Yeon-Chul Lee ; Sang-Yong Bak ; Hang-Joon Kim
A Wrapper-Based Approach to Robot Learning Concepts from Images / Nicolas Bredeche ; Jean-Daniel Zucker ; Yann Chevaleyre
An Effective HMM-Based Intrusion Detection System with Privilege Change Event Modeling / Hyuk-Jang Park
A Method on Improving of Enrolling Speed for the MLP-Based Speaker Verification System through Reducing Learning Data / Seung-Hoe Choi
Syntactic Representations of Semantic Merging Operations / Thomas Meyer ; Aditya Ghose
Author Index
Invited Talks
Commercial Applications of Machine Learning for Personalized Wireless Portals / Michael J. Pazzani
Learning, Collecting, and Using Ontological Knowledge for NLP / Eduard Hovy
9.

図書

図書
Donia Scott (ed.)
出版情報: Berlin ; Tokyo : Springer, c2002  x, 278 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2443 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Multimodal Speech Synthesis: Improving Information Flow in Dialogue Systems Using 3D Talking Heads / David House ; Björn Granström
Efficient Relational Learning from Sparse Data / LuboÜ Popelínský
Efficient Instance Retraction / E.N. Smirnov ; I.G. Sprinkhuizen-Kuyper ; H.J. van den Herik
Learning Patterns in Multidimensional Space Using Interval Algebra / A. Osmani
A Machine Learning Approach to Automatic Production of Compiler Heuristics / Antoine Monsifrot ; François Bodin ; René Quiniou
Using Failed Local Search for SAT as an Oracle for Tackling Harder A.I. Problems More Efficiently / E ric Grégoire ; Bertrand Mazure ; Lakhdar Sais
A Heuristic for Planning Based on Action Evaluation / Dimitris Vrakas ; Ioannis Vlahavas
WHAT: Web-Based Haskell Adaptive Tutor / Natalia Lopez ; Manuel Núñez ; Ismael Rodríguez ; Fernando Rubio
Decomposing and Distributing Configuration Problems / Diego Magro ; Pietro Torasso
Direct Adaptive Neural Control with Integral-Plus-State Action / Ieroham Baruch ; Alfredo del Carmen Martinez Q. ; Ruben Garrido ; Boyka Nenkova
ILP Techniques for Free-Text Input Processing / Svetla Boytcheva
A Dempster-Shafer Approach to Physical Database Design / Sunil Choenni ; Henk Blanken
Technical Documentation: An Integrated Architecture for Supporting the Author in Generation and Resource Editing / Nestor Miliaev ; Alison Cawsey ; Greg Michaelson
Optimistic vs. Pessimistic Interpretation of Linguistic Negation / Daniel Pacholczyk ; Mohamed Quafafou ; Laurent Garcia
Left Corner Parser for Tree Insertion Grammars / Vicente Carrillo ; Victor J. Diaz
Bulgarian Noun - Definite Article in DATR / Velislava Stoykova
A Methodology to Solve Optimisation Problems with MAS Application to the Graph Colouring Problem / Gaële Simon ; Marianne Flouret ; Bruno Mermet
OCOA: An Open, Modular, Ontology Based Autonomous Robotic Agent Architecture / Feliciano Manzano Casas ; L.A. García
A Replanning Algorithm for a Reactive Agent Architecture / Guido Boella ; Rossana Damiano
A Broker Approach for Multi-agent Scheduling / S.L.M. Lin
Recognition of Common Areas in a Web Page Using a Visualization Approach / MiloÜ Kovačević ; Michelangelo Dilligenti ; Marco Gori ; Veljko Milutinović
A Neural Approach to Abductive Multi-adjoint Reasoning / Jesús Medina ; Enrique Mérida-Casermeiro ; Manuel Ojeda-Aciego
Restricted &Increment;-Trees in Multiple-Valued Logics / I.P. de Guzmán ; A. Valverde
Knowledge Management in Expert System Creator / Daniel Pop ; Viorel Negru
Towards Semantic Goal-Directed Forward Reasoning in Resolution / Seungyeob Choi
Do What We Do to Find What You Want / Christo Dichev
Adapting a Robust Multi-genre NE System for Automatic Content Extraction / Diana Maynard ; Hamish Cunningham ; Kalina Bontcheva ; Marin Dimitrov
The Semantic Web: A Killer App for AI? / Carole Goble
Author Index
Multimodal Speech Synthesis: Improving Information Flow in Dialogue Systems Using 3D Talking Heads / David House ; Björn Granström
Efficient Relational Learning from Sparse Data / LuboÜ Popelínský
Efficient Instance Retraction / E.N. Smirnov ; I.G. Sprinkhuizen-Kuyper ; H.J. van den Herik
10.

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図書
Alessandro Armando (ed.)
出版情報: Berlin : Springer-Verlag, c2002  viii, 254 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2309 . Lecture notes in artificial intelligence
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図書
Carlos A. Coello Coello...[et al.]
出版情報: Berlin : Springer, c2002  xiii, 548 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2313 . Lecture notes in artificial intelligence
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図書
Ryszard Kowalczyk ... [et al.] (eds.)
出版情報: Berlin : Springer, c2001  ix, 361 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2112 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Applications of Artificial Intelligence in Industry / I:
Artificial Intelligence in Industry / Graham J. Williams ; Dickson Lukose
Applying Behavior-Oriented Robotics to a Mobile Security Device / Andreas Birk ; Holger Kenn
Ontology Design and Its Application in the Petroleum Remediation Domain / Lin-Li Chen ; Christine W. Chan
A Sales Agent for Website Personalization / Weiqin Chen ; Ryan Shaw ; Leif Mortenson ; Tom Foley ; Riichiro Mizoguchi
Anomaly Detection of Copmuter Usage Using Artificial Intelligence Techniques / Jongho Choy ; Sung-Bae Cho
Application of Self-Organizing Maps to Classification and Browsing of FAQ E-mails / Hyun-Don Kim
Model Based Program Specification and Program Generation - In a Case of Vehicle-Engine Control System Design / Setsuo Ohsuga ; Shunsuke Chigusa ; Katsuyuki Sugaya
Classification Based upon Frequent Patterns / Wim Pijls ; Rob Potharst
An Evolutionary Approach to Constraint-Based Timetabling / Dharmendra Sharma ; Nivlesh Chandra
BOKS: A Rule-Based System in Support of the Dutch Building Materials Regulations / Pieter Spronck ; Klaas Schilstra
Using XML as a Language Interface for AI Applications / Said Tabet ; Prabhakar Bhogaraju ; David Ash
INFOSHOP: A Decision Support Tool for Local Government Regulatory Advice / Ian Watson
Using Boosting to Detect Noisy Data / Virginia Wheway
Artificial Intelligence in Electronic Commerce / II:
Conceptual Structures for Tendering Ontology / Ryszard Kowalczyk ; Maria Lee ; Ahmad Kayed ; Robert M. Colomb
Virtual Enterprise Design - BDI Agents vs. Objects / Iyad Rahwan ; Yun Yang
Agent Based Architecture for Internet Marketing / Sukunesan Sinnappan ; Mary-Anne Williams ; Siva Muthaly
Possibilistic Reasoning for Intelligent Payment Agents / On Wong ; Raymond Lau
A Web-Based Negotiation Agent Using CBR / Dong Mei Zhang ; Wai Yat Wong
Intelligent Information Agents / III:
Relationships between Logic Programming and RDF / Seng Wai Loke ; Harold Boley
An Approach to Building Mobile Intelligent Agents Based on Anytime Migration / Naoki Fukuta ; Takayuki Ito ; Toramatsu Shintani
Knowledge-Based Information Agents / Xiaoying Gao ; Leon Sterling
Designing Perception Modules to Shape Information for Agents / Clint Heinze ; Adrian Pearce ; Simon Goss
Design of a Visulization Agent for WWW Information / Hironori Hiraishi ; Hiroshi Sawai ; Fumio Mizoguchi
Revisable Analysis and Design by Actors Interaction: Emergency Case Study / Hassen Kriaa ; Guy Gouardères
A Logic-Based Approach for Adaptive Information Filtering Agents / Arthur H.M. ter Hofstede ; Peter D. Bruza
The User Agent: An Approach for Service and Profile Management in Wireless Access Systems / Carsten Pils ; Jens Hartmann
System Analysis of Agent-Based LCC Information Gathering / Tiemei Irene Zhang ; Elizabeth Kendall
Teamwork and Adjustable Autonomy in Agents / IV:
A Communication Protocol Supporting Dynamic Autonomy Agreements in Multi-agent Systems / Nancy E. Reed ; K. Suzanne Barber ; Cheryl E. Martin ; Ryan M. McKay
Designing Human-Centered Autonomous Agents / Gregory Dorais ; David Kortenkamp
A Cognitive Model of Situated Autonomy / Henry Hexmoor
Designing an Architecture for Adjustably Autonomous Robot Teams
Making Adjustable Autonomy Easier with Teamwork / Paul Scerri
Dimensions of Adjustable Autonomy
Author Index
Applications of Artificial Intelligence in Industry / I:
Artificial Intelligence in Industry / Graham J. Williams ; Dickson Lukose
Applying Behavior-Oriented Robotics to a Mobile Security Device / Andreas Birk ; Holger Kenn
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図書
Akinori Yonezawa, Satoshi Matsuoka (eds.)
出版情報: Berlin : Springer, c2001  xi, 281 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2192
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図書
Ning Zhong ... [et al.] (eds.)
出版情報: Berlin : Springer, c2001  xvi, 615 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2198 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Introduction
Web Intelligence (WI) (Research Challenges and Trends in the New Information Age) / Y.Y. Yao ; N. Zhong ; J. Liu ; S. Ohsuga
Invited Talks
Knowledge Is Power: The Semantic Web Vision / J. Hendler ; E.A. Feigenbaum
From Computational Intelligence to Web Intelligence: An Ensemble from Potpourri / N. Cercone
Pedagogical Agents for Web-Based Learning / W.L. Johnson
Ontological Engineering: Foundation of the Next Generation Knowledge Processing / R. Mizoguchip44
Social Networks on the Web and in the Enterprise / P. Raghavan
3D Object Recognition and Visualization on the Web / P.S.P. Wang
Web Information System Environment and Foundations
A Web Proxy Cache Coherency and Replacement Approach / J. Aguilar|vE. Leiss
Content Request Markup Language (CRML): A Distributed Framework for XML-Based Content Publishing / C.-H. Chiu ; K.-C. Liang ; S.-M. Yuan
A Rough Set-Aided System for Sorting WWW Bookmarks / R. Jensen ; Q. Shen
Average-Clicks: A New Measure of Distance on the World Wide Web / Y. Matsuo ; Y. Ohsawa ; M. Ishizuka
Autonomy Oriented Load Balancing in Proxy Cache Servers / K.C. Tsui ; H.L. Liu
Emerging Topic Tracking System / K.K. Bun
On Axiomatizing Probabilistic Conditional Independencies in Bayesian Networks / C.J. Butz
Dynamic Expert Group Models for Recommender Systems / D. Kim ; S.W. Kim
The ABC's of Online Community / R. McArthur ; P. Bruza
Sufficient Conditions for Well-Behaved Adaptive Hypermedia Systems / H. Wu ; P. De Bra
Web Human-Media Engineering
Towards Formal Specification of Client-Server Interactions for a Wide Range of Internet Applications / V. Doubrovski
Collecting,Visualizing,and Exchanging Personal Interests and Experiences in Communities / Y. Sumi ; K. Mase
Audio Content Description in Sound Databases / A.A. Wieczorkowska ; Z.W. Ras
Intelligent Interfaces for Distributed Web-Based Product and Service Configuration / L. Ardissono ; A. Felfernig ; G. Friedrich ; D. Jannach ; R. Schäfer ; M. Zanker
Using Networked Workshop System to Enhance Creative Design / S.S.J. Lin ; E.Z.-F. Liu ; M.C. Cheng
Discovering Seeds of New Interest Spread from Premature Pages Cited by Multiple Communities / N. Matsumura
Personalized Web Knowledge Management / K. Takeda ; H. Nomiyama
Web Information Management
Event and Rule Services for Achieving a Web-Based Knowledge Network / M. Lee ; S.Y.W. Su ; H. Lam
Knowledge-Based Validation, Aggregation, and Visualization of Meta-data: Analyzing a Web-Based Information System / H. Stuckenschmidt ; F. van Harmelen
Online Handwritten Signature Verification for Electronic Commerce over the Internet / W.S. Wijesoma ; K.W. Yue ; K.L. Chien ; T.K. Chow
A Data Model for XML Databases / V. Wuwongse ; K. Akama ; C. Anutariya ; E. Nantajeewarawat
Conference Information Management System: Towards a Personal Assistant System / T. Mine ; M. Amamiya ; T. Mitamura
Automatic Intelligence Gathering from the Web: A Case Study in Container Traffic / J. Perdigao ; A. Garg ; T. Barbas ; S. Scheer ; G. Mastrangelo ; G. Rubino
The Work Concept RBAC Model for the Access Control of the Distributed Web Server Environment / W.B. Shim ; S. Park
A New Conceptual Graph Generated Algorithm for Semi-structured Databases / K.F. Wong ; Y.F. Su ; D. Yang ; S. Tang
Web Information Retrieval
A Contextual Term Suggestion Mechanism for Interactive Web Search / C.-K. Huang ; Y.-J. Oyang ; L.-F. Chien
3DGML: A 3-Dimensional Graphic Information Retrieval System / J.H. Hwang ; K.H. Lee ; S. Hwang
An Evolutionary Approach to Automatic Web Page Categorization and Updating / V. Loia ; P. Luongo
Automatic Web-Page Classification by Using Machine Learning Methods / M. Tsukada ; T. Washio ; H. Motoda
A Theory and Approach to Improving Relevance Ranking in Web Retrieval / Z.W. Wang ; R.B. Maguire
A Fast Image-Gathering System on the World-Wide Web Using a PC Cluster / K. Yanai ; M. Shindo ; K. Noshita
MELISSA: Mobile Electronic LSA Internet Server Search Agent / H.D. Brian ; M.H. Garzon
Construction of a Fuzzy Multilingual Thesaurus and Its Application to Cross-Lingual Text Retrieval / R. Chau ; C.-H. Yeh
Declustering Web Content Indices for Parallel Information Retrieval / Y. Chung ; H.-C. Kwon ; S.-H. Chung ; K.R. Ryu
Indexing a Web Site to Highlight Its Content / E. Desmontils ; C. Jacquin
Using Implicit Relevance Feedback in a Web Search Assistant / M. Fasli ; U. Kruschwitz
The Development and Evaluation of an Integrated Imagery Access Engine| / T. Fukumoto ; K. Akahori
Conceptual Information Extraction with Link-Based Search / K.-J. Kim ; S.-B. Cho
World Wide Web-Multilingual Language Resource / F. Li ; H. Sheng ; W. Weisweber
Query by History Tree Manipulation / T. Sakairi
Web-Based Information Retrieval Using Agent and Ontology / K.M. Sim ; P.T. Wong
Content-Based Sound Retrieval for Web Application / C. Wan ; M. Liu ; L. Wang
Web Agents
Collaborative Filtering Using Principal Component Analysis and Fuzzy Clustering / K. Honda ; N. Sugiura ; H. Ichihashi ; S. Araki
iJADE IWShopper: A New Age of Intelligent Mobile Web Shopping System Based on Fuzzy-Neuro Agent Technology / R.S.T. Lee
Wireless Agent Guidance of Remote Mobile Robots: Rough Integral Approach to Sensor Signal Analysis / J.F. Peters ; S. Ramanna ; A. Skowron ; M. Borkowski
Ontology-Based Information Gathering Agents / Y.-J. Chen ; V.-W. Soo
An Effective Conversational Agent with User Modeling Based on Bayesian Network / S.-I. Lee ; C. Sung
Information Fusion for Intelligent Agent-Based Information Gathering / Y. Li
An Adaptive Recommendation System with a Coordinator Agent / M. Lim ; J. Kim
Interactive Web Page Filtering with Relational Learning / M. Okabe ; S. Yamada
A Fuzzy Rule-Based Agent for Web Retrieval-Filtering / S. Vrettos ; A. Stafylopatis
Web Mining and Farming
Implementation Issues and Paradigms of Visual KDD Systems / J. Han
Re-engineering Approach to Build Domain Ontologies / A. Kayed ; R.M. Colomb
Discovery of Emerging Topics between Communities on WWW
Mining Web Logs to Improve Web Caching and Prefetching / Q. Yang ; H.H. Zhang ; I.T.Y. Li ; Y. Lu
Mining Crawled Data and Visualizing Discovered Knowledge / V. Dubois ; M. Quafafou ; B. Habegger
Categorizing Visitors Dynamically by Fast and Robust Clustering of Access Logs / V. Estivill-Castro ; J. Yang
Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web / R. Ghani ; R. Jones ; D. Mladenic
A Formal Ontology Discovery from Web Documents / N. Ogata
The Variable Precision Rough Set Model for Web Usage Mining / V.U. Maheswari ; A. Siromoney ; K.M. Mehata
Supporting Cooperative Consensus Formation via Ontologies / K. Sumi ; R. Mizoguchi
Web-Based Applications
Web-Based Intelligent Call Center for an Intensive Care Unit / K. Han ; D. Lee
Electronic Homework on the WWW / C. Liu ; L. Zheng ; J. Ji ; C. Yang ; J. Li ; W. Yang
The Shopping Gate-Enabling Role-and Preference-Specific e-Commerce Shopping Experiences / M. Stölze ; M. Strobel
Building Reusable and Adaptable Web-Based Courses / P. Forcheri ; M.T. Molfino ; S. Moretti ; A. Quarati
Group Learning Support System for Software Engineering Education-Web-Based Collaboration Support between the Teacher Side and the Student Groups- / A. Hazeyama ; A. Nakako ; S. Nakajima ; K. Osada
The Intelligent Electronic Shopping System Based on Bayesian Customer Modeling
Leveraging a Web-Aware Self-Organization Map Tool for Clustering and Visualization / S.-T. Li
Experiencing NetPeas: Another Way of Learning
ITMS: Individualized Teaching Material System-Web-Based Exploratory Learning Support System by Adaptive Knowledge Integration- / H. Mitsuhara ; Y. Ochi ; Y. Yano
An Intelligent Sales Assistant for Configurable Products / M. Molina
Reconciling of Disagreeing Data in Web-Based Distributed Systems Using Consensus Methods / N.T. Nguyen
Web Based Digital Resource Library Tracing Author's Quotation / R. Wakita
Author Index
Introduction
Web Intelligence (WI) (Research Challenges and Trends in the New Information Age) / Y.Y. Yao ; N. Zhong ; J. Liu ; S. Ohsuga
Invited Talks
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図書
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
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図書
edited by Jim Etheredge and Bill Manaris
出版情報: Menlo Park, Calif. : AAAI Press, c2000  xxii, 380 p. ; 28 cm
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17.

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図書
edited by Ingrid Russell and John Kolen
出版情報: Menlo Park, Calif. : AAAI Press, c2001  xxix, 665p. ; 28 cm
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図書
Markus Stumptner, Dan Corbett, Mike Brooks (eds.)
出版情報: Berlin : Springer, c2001  xii, 666 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2256 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Papers
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks / Hussein A. Abbass
Relating Defeasible and Default Logic / Grigoris Antoniou ; David Billington
Resolving Minsky's Paradox: The d-Dimensional Normal Distribution Case / Luis Rueda ; B. John Oommen
Solving Overconstrained Temporal Reasoning Problems / Matthew Beaumont ; Abdul Sattar ; Michael Maher ; John Thornton
How the Level of Interchangeability Embedded in a Finite Constraint Satisfaction Problem Affects the Performance of Search / Amy M. Beckwith ; Berthe Y. Choueiry ; Hui Zou
Towards Learning Naive Physics by Visual Observation: Qualitative Spatial Representations / Paul A. Boxer
Phased Array Sub-beam Optimisation / N. J. Bracken ; R. I. McKay
Generation of Facial Expressions from Emotion Using a Fuzzy Rule-Based System / The Duy Bui ; Dirk Heylen ; Mannes Poel ; Anton Nijholt
An Efficient Form Classification Method Using Partial Matching / Yungcheol Byun ; Sungsoo Yoon ; Yeongwoo Choi ; Gyeonghwan Kim ; Yillbyung Lee
Gradient Descent Style Leveraging of Decision Trees and Stumps for Misclassification Cost Performance / Mike Cameron-Jones
Postdiction problems in Dynamic Logic / Samir Chopra ; Dongmo Zhang
A Method for Reasoning with Ontologies Represented as Conceptual Graphs / Dan Corbett
Selection of Tasks and Delegation of Responsibility in a Multiagent System for Emergent Process Management / John Debenham
State Minimization Re-visited / Norman Foo ; Abhaya Nayak ; Maurice Pagnucco ; Dongmo Zhang153
Decidability of Quantified Propositional Branching Time Logics / Tim French
Improved Techniques for an Iris Recognition System with High Performance / Gyundo Kee ; Kwanyong Lee
An Investigation of an Adaptive Poker Player / Graham Kendall ; Mark Willdig
Acquiring Adaptation Knowledge for CBR with MIKAS / Abdus Salam Khan ; Achim Hoffmann
A Real-Time Region-Based Motion Segmentation and Tracking Using Adaptive Thresholding and K-means Clustering / Jong Bae Kim ; Hye Sun Park ; Min Ho Park ; Hang Joon Kim
Automatic Cell Classification in Human's Peripheral Blood Images Based on Morphological Image Processing / Kyungsu Kim ; Jeonghee Jeon ; Wankyoo Choi ; Pankoo Kim ; Yo-Sung Ho
Formal Concept Analysis for Domain-Specific Document Retrieval Systems / Mihye Kim ; Paul Compton
Learner's Self-Assessment: A Case Study of SVM for Information Retrieval / Adam Kowalczyk ; Bhavani Raskutti
A Semiotic Model of Communication and Its Implications for the Digital City Development / Victor V. Kryssanov ; Masayuki Okabe ; Koh Kakusho ; Michihiko Minoh
Simulations for Comparing Knowledge Acquisition and Machine Learning / Rex Kwok
Application of Genetic Algorithms to the Optimisation of Neural Network Configuration for Stock Market Forecasting / Daniel Hulme ; Shuxiang Xu
Updating Epistemic States / Jerome Lang ; Pierre Marquis ; Mary-Anne Williams
Fast Text Classification Using Sequential Sampling Processes / Michael D. Lee
Agents in a Multi-cultural World: Towards Ontological Reconciliation / Kendall Lister ; Leon Sterling
Logical Foundations for Reasoning about Trust in Secure Digital Communication / Chuchang Liu
Phe-Q : A Pheromone Based Q-Learning / Ndedi Monekosso ; Paolo Remagnino
Specification of Kansei Patterns in an Adaptive Perceptual Space / Tomoko Murakami ; Ryohei Orihara ; Naomichi Sueda
Embodying the JACK Agent Architecture / Emma Norling ; Frank E. Ritter
Towards an Ontology of Part-of / Chris Nowak ; Richard Raban
Actions Made Explicit in BDI / Vineet Padmanabhan ; Guido Governatori
Wrapping Boosters against Noise / Bernhard Pfahringer ; Geoffrey Holmes ; Gabi Schmidberger
Continuous Temporal Models / Mark Reynolds
Language and Commonsense Knowledge / Walid S. Saba
Simulation of Network Security with Collaboration among IDS Models / Hee Suk Seo ; Tae Ho Cho
Programming Spoken Dialogs Using Grammatical Inference / Bradford Starkie
Towards Genetic Programming for Texture Classification / AndySong ; Thomas Loveard ; Vic Ciesielski
Using Design Information to Identify Structural Software Faults / Markus Stumptner
The Application of AI to Automatically Generated Animation / Adam Szarowicz ; Juan Amiguet-Vercher ; Peter Forte ; Jonathon Briggs ; Petros Gelepithis
Planning with Noisy Actions (Preliminary Report) / Michael Thielscher
Getting the Job Done in a Hostile Environment / Steven Versteeg ; Alan Blair 507
Solving the Qualification Problem (In the Presence of the Frame Problem) / Quoc Bao Vo ; Norman Y. Foo
Dialogue Modeling for a Conversational Agent / Peter Wallis ; Helen Mitchard ; Jyotsna Das ; Damian O'Dea
Candidate Elimination Criteria for Lazy Bayesian Rules / GeoffreyI. Webb
Simplifying the Development of Intelligent Agents / Michael Winikoff ; Lin Padgham ; James Harland
An Operational Semantics for a PRS-like Agent Architecture / Wayne Wobcke
A Model for Unconstrained Digit Recognition Based on Hypothesis Testing and Data Reconstruction
Collecting Quality Data for Database Mining / Chengqi Zhang ; Shichao Zhang
Further Pruning for Efficient Association Rule Discovery / Songmao Zhang ; Geoffrey I. Webb
Pattern Discovery in Probabilistic Databases
The Complexity of Logic Program Updates / Yan Zhang
Reasoning with Multimedia Information Using Symbolic Projection / Zili Zhang
Invited Contribution
Confidence Relations as a Basis for Uncertainty Modeling, Plausible Reasoning, and Belief Revision / Didier Dubois
Author Index
Papers
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks / Hussein A. Abbass
Relating Defeasible and Default Logic / Grigoris Antoniou ; David Billington
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図書
Pavel Brazdil, Alípio Jorge (eds.)
出版情報: Berlin : Springer, c2001  xii, 418 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2258 . Lecture notes in artificial intelligence
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図書
Lȧszlo︠ Monostori, Jo︠zsef Vȧncza, Moonis Ali (eds.)
出版情報: Berlin : Springer, c2001  xviii, 951 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2070 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Search
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
21.

図書

図書
José Mira, Alberto Prieto (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 836 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2084 . 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001 : proceedings ; pt. 1
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Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / E. Sánchez ; S. Barro ; J. Mariño ; A. Canedo
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli
What Can We Compute with Lateral Inhibition Circuits? / J. Mira ; A.E. Delgado
Neuronal Models with Current Inputs / J. Feng
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. García de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen
Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev
Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano
Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés
Structural and Functional Models of Neurons
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras
Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann
Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco
The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; C.P. Suárez Araujo ; J. Simões da Fonseca
The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang
$$-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso
Classification with Synaptic Radial Basis Units / J.D. Buldain
A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely
Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks
Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques / A. Abraham
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / R. Setiono
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena
sure of Noise Immunity for Functional Networks / E. Castillo ; O. Fontenla-Romero ; B. Guijarro-Berdinnas ; A. Alonso-Betanzos
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos
Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez
Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
Generalization Error and Training Error at Singularities of Multilayer Perceptrons / S.-I. Amari ; T. Ozeki ; H. Park
Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger
Inductive Bias in Recurrent Neural Networks / S. Snyders ; C.W. Omlin
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. Santamaría ; C. Pantaleón
Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode
Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto
Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana ; J. Feliú Batlle ; J. López Coronado
Practical Consideration on Generalization Property of Natural Gradient Learning
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum
Non-symmetric Support Vector Machines
Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz
AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França
Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. Martínez ; J. Senent ; J. Sanchis
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya
GA Techniques Applied to Contour Search in Images of Bovine Livestock / H.M. González Velasco ; C.J. García Orellana ; M. Macías Macías ; M.I. Acevedo Sotoca
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. Rodríguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / J. González ; I. Rojas ; H. Pomares ; J. Ortega
Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; P. Isasi ; J.M. Molina ; A. Sanchís ; I.M. Galván
A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. Benítez
A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time / M. Damas
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks / M. Salmerón
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez
Topology-Preserving Elastic Nets / V. Tereshko
Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera ; A. Prieto
Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro ; R.L. Marichal ; L. Moreno ; J.F. Sigut ; E.J. González
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller
Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby
Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido
Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. Martín-Vide ; V. Mitrana ; J.M. Sempere
Using SOM for Neural Network Visualization / G. Romero
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. García-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-Martínez
STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden
Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català
Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany
Reduced Support Vector Selection by Linear Programs / W.A. Fellenz
Edge Detection in Noisy Images Using the Support Vector Machines / H. Gómez-Moreno ; S. Maldonado-Bascón ; F. López Ferreras
Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente
Evolving High-Posterior Self-Organizing Maps / J. Muruzábal
Using Statistical Techniques to Predict GA Performance / R. Nogueras
Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal
Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith
Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortés ; F. Guerrero ; D. Canca ; J.M. García
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang
Artificial Intelligence and Cognitive Processes
Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. Martínez ; J.R. Álvarez
Conceptual Spaces as Voltage Maps / J. Aisbett ; Gibbon
Determining Hyper-planes to Generate Symbolic Rules / G. Bologna
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler
ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff
Knowledge and Intelligence / J.C. Herrero
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / M.O. Vilela ; P.M.V. Lima
Author Index
Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
22.

図書

図書
José Mira, Alberto Prieto (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 848 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2085 . 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13-15, 2001 : proceedings ; pt. 2
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Bio-inspired Systems and Engineering
From Embryonics to POEtic Machines / D. Mange ; A. Stauffer ; G. Tempesti ; C. Teuscher
Design and Codesign of Neuro-Fuzzy Hardware / L.M. Reyneri
A Field-Programmable Conductance Array IC for Biological Neurons Modeling / V. Douence ; S. Renaud-Le Masson ; S. Saïghi ; G. Le Masson
A 2-by-n Hybrid Cellular Automaton Implementation Using a Bio-Inspired FPGA / H.F. Restrepo
Parametric Neurocontroller for Positioning of an Anthropomorfic Finger Based on an Oponent Driven-Tendon Transmission System / J.I. Mulero ; J. Feliú Batlle ; J. López Coronado
An Integration Principle for Multimodal Sensor Data Based on Temporal Coherence of Self-Organized Patterns / E.I. Barakova
Simultaneous Parallel Processing of Object and Position by Temporal Correlation / L.F. Lago-Fernández ; G. Deco
Methodology for Nets Design, Nets Simulation and Implementation
NeuSim: A Modular Neural Networks Simulator for Beowulf Clusters / C.J. García Orellana ; R. Gallardo Caballero ; H.M. González Velasco ; F.J. López Aligué
Curved Kernel Neural Network for Functions Approximation / P. Bourret ; B. Pelletier
Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks / E. Guerrero Vázquez ; A. Yañez Escolano ; P. Galindo Raiño ; J. Pizarro Junquera
Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study / P. García Báez ; C.P. Suárez Araujo ; P. Fernández López
Evenet 2000: Designing and Training Arbitrary Neural Networks in Java / E.J. González ; A.F. Hamilton ; L. Moreno ; J.F. Sigut ; R.L. Marichal
Neyman-Pearson Neural Detectors / D. Andina ; J.L. Sanz-González
Optimal Genetic Representation of Complete Strictly-Layered Feedforward Neural Networks / P. Rousset ; C. Guinot ; S. Raptis ; S. Tzafestas ; H. Karagianni
Assessing the Noise Immunity of Radial Basis Function Neural Networks / J.L. Bernier ; J. González ; A. Cañas ; J. Ortega
Analyzing Boltzmann Machine Parameters for Fast Convergence / F.J. Salcedo ; A. Prieto
A Penalization Criterion Based on Noise Behaviour for Model Selection / P. Galindo Riaño
Image Processing
Wood Texture Analysis by Combining the Connected Elements Histogram and Artificial Neural Networks / M.A. Patricio Guisado ; D. Maravall Gómez-Allende
Dynamic Topology Networks for Colour Image Compression / E. López-Rubio ; J. Muñoz-Pérez ; J.A. Gómez-Ruiz
Analysis on the Viewpoint Dependency in 3-D Object Recognition by Support Vector Machines / T. Hayasaka ; E. Ohnishi ; S. Nakauchi ; S. Usui
A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images / M. Macías Macías ; A. Serrano Pérez ; A. Astilleros Vivas
A Growing Cell Neural Network Structure for Off-Line Signature Recognition / K. Toscano-Medina ; G. Sanchez-Perez ; M. Nakano-Miyatake ; H. Perez-Meana
ZISC-036 Neuro-processor Based Image Processing / K. Madani ; G. de Trémiolles ; P. Tannhof
Self-Organizing Map for Hyperspectral Image Analysis / P. Martínez ; P.L. Aguilar ; R.M. Pérez ; M. Linaje ; J.C. Preciado ; A. Plaza
Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons / I. Aizenberg ; E. Myasnikova ; M. Samsonova
Image Restoration Using Neural Networks / S. Ghennam ; K. Benmahammed
Automatic Generation of Digital Filters by NN Based Learning: An Application on Paper Pulp Inspection / P. Campoy-Cervera ; D.F. Muñoz García ; D. Peña ; J.A. Calderón-Martínez
Image Quality Enhancement for Liquid Bridge Parameter Estimation with DTCNN / M.A. Jaramillo ; J. Álvaro Fernández ; J.M. Montanero ; F. Zayas
Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification / N. Aizenberg ; C. Butakoff
Analyzing Wavelets Components to Perform Face Recognition / P. Isasi ; M. Velasco ; J. Segovia
Man-Machine Voice Interface Using a Commercially Available Neural Chip / N.J. Medraño-Marqués ; B. Martín-del-Brío
Partial Classification in Speech Recognition Verification / G. Hernández Ábrego ; I. Torres Sánchez
Speaker Recognition Using Gaussian Mixtures Model / E. Simancas-Acevedo ; A. Kurematsu ; M. Nakano Miyatake
A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images / C. Ziegaus ; E.W. Lang
Neural Edge Detector - A Good Mimic of Conventional One Yet Robuster against Noise / K. Suzuki ; I. Horiba ; N. Sugie
Neural Networks for Image Restoration from the Magnitude of Its Fourier Transform / A. Burian ; J. Saarinen ; P. Kuosmanen
Medical Applications
An Automatic System for the Location of the Optic Nerve Head from 2D Images / M. Bachiller ; M. Rincón ; J. Mira ; J. García-Feijó
Can ICA Help Classify Skin Cancer and Benign Lesions? / C. Mies ; C. Bauer ; G. Ackermann ; W. Bäumler ; C. Abels ; C.G. Puntonet ; M. Rodríguez-Alvarez
An Approach Fractal and Analysis of Variogram for Edge Detection of Biomedical Images / L. Hamami ; N. Lassouaoui
Some Examples for Solving Clinical Problems Using Neural Networks / A.J. Serrano ; E. Soria ; G. Camps ; J.D. Martín ; N.V. Jiménez
Medical Images Analysis: An Application of Artificial Neural Networks in the Diagnosis of Human Tissues / E. Restum Antonio ; L. Biondi Neto ; V. De Roberto Junior ; F. Hideo Fukuda
Feature Selection, Ranking of Each Feature and Classification for the Diagnosis of Community Acquired Legionella Pneumonia / E. Monte ; J. Solé i Casals ; J.A. Fiz ; N. Sopena
Rotation-Invariant Image Association for Endoscopic Positional Identification Using Complex-Valued Associative Memories / H. Aoki ; E. Watanabe ; A. Nagata ; Y. Kosugi
A Multi Layer Perceptron Approach for Predicting and Modeling the Dynamical Behavior of Cardiac Ventricular Repolarisation / R. El Dajani ; M. Miquel ; P. Rubel
Detection of Microcalcifications in Mammograms by the Combination of a Neural Detector and Multiscale Feature Enhancement / A. Vega-Corona
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns / B. Guijarro Berdiñas ; A. Alonso-Betanzos ; O. Fontenla-Romero ; O. Garcia-Dans ; N. Sádnchez Maroño
Neuro-Fuzzy Nets in Medical Diagnosis: The DIAGEN Case Study of Glaucoma / E. Carmona ; J. García Feijó ; M.G. de la Rosa
Robotics
Evolving Brain Structures for Robot Control / F. Pasemann ; U. Steinmetz ; M. Hülse ; B. Lara
A Cuneate-Based Network and Its Application as a Spatio-Temporal Filter in Mobile Robotics / E. Sánchez ; M. Mucientes ; S. Barro
An Application of Fuzzy State Automata: Motion Control of an Hexapod Walking Machine / D. Morano
Neural Adaptive Force Control for Compliant Robots / N. Saadia ; Y. Amirat ; J. Pontnaut ; A. Ramdane-Cherif
Reactive Navigation Using Reinforment Learning Techniques in Situations of POMDPs / P. Puliti ; G. Tascini ; A. Montesanto
Landmark Recognition for Autonomous Navigation Using Odometric Information and a Network of Perceptrons / J. de Lope Asiaín
Topological Maps for Robot's Navigation: A Conceptual Approach / F. de la Paz López ; J.R. Álvarez-Sánchez
Information Integration for Robot Learning Using Neural Fuzzy Systems / C. Zhou ; Y. Yang ; J. Kanniah
Incorporating Perception-Based Information in Reinforcement Learning Using Computing with Words / X. Jia
Cellular Neural Networks for Mobile Robot Vision / M. Balsi ; A. Maraschini ; G. Apicella ; S. Luengo ; J. Solsona ; X. Vilasís-Cardona
Learning to Predict Variable-Delay Rewards and Its Role in Autonomous Developmental Robotics / A. Pérez-Uribe ; M. Courant
Robust Chromatic Identification and Tracking / J. Ramírez ; G. Grittani
Sequence Learning in Mobile Robots Using Avalanche Neural Networks / G. Quero ; C. Chang
Investigating Active Pattern Recognition in an Imitative Game / S. Moga ; P. Gaussier ; M. Quoy
Towards an On-Line Neural Conditioning Model for Mobile Robots / E. Şahin
General Applications
A Thermocouple Model Based on Neural Networks / N. Medraño-Marqués ; R. del-Hoyo-Alonso
Improving Biological Sequence Property Distances Using a Genetic Algorithm / O.M. Perez ; F.J. Marin ; O. Trelles
Data Mining Applied to Irrigation Water Management / J.A. Botía ; A.F. Gómez Skarmeta ; M. Valdés ; A. Padilla
Classification of Specular Object Based on Statistical Learning Theory / T.S. Yun
On the Application of Heteroassociative Morphological Memories to Face Localization / B. Raducanu ; M. Graña
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt+ Fuzzy k Nearest Neighbors / J. Juez ; G.I. Sainz ; E.J. Moya ; J.R. Perán
Knowledge-Based Neural Networks for Modelling Time Series / J. van Zyl ; C.W. Omlin
Using Artificial Neural Network to Define Fuzzy Comparators in FSQL with the Criterion of Some Decision-Maker / R. Carrasco ; J. Galindo ; A. Vila
Predictive Classification for Integrated Pest Management by Clustering in NN Output Space / M. Salmerón ; D. Guidotti ; R. Petacchi
Blind Source Separation in the Frequency Domain: A Novel Solution to the Amplitude and the Permutation Indeterminacies / A. Dapena ; L. Castedo
Evaluation, Classification and Clustering with Neuro-Fuzzy Techniques in Integrate Pest Management / E. Bellei ; I. Rizzi
Inaccessible Parameters Monitoring in Industrial Environment: A Neural Based Approach / I. Berechet
Autoorganized Structures for Extraction of Perceptual Primitives / M. Penas ; M.J. Carreira ; M.G. Penedo
Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine / V.M. Preciado
OBLIC: Classification System Using Evolutionary Algorithm / J.L. Alvarez ; J. Mata ; J.C. Riquelme
Design of a Pre-processing Stage for Avoiding the Dependence on TSNR of a Neural Radar Detector / P. Jarabo Amores ; M. Rosa Zurera ; F. López Ferreras
Foetal Age and Weight Determination Using a Lateral Interaction Inspired Net / A. Fernández-Caballero ; F.J. Gómez ; M.A. Fernández
Inference of Stochastic Regular Languages through Simple Recurrent Networks with Time Dealys / G.A. Casañ ; M.A. Castaño
Is Neural Network a Reliable Forecaster on Earth? A MARS Query! / A. Abraham ; D. Steinberg
Character Feature Extraction Using Polygonal Projection Sweep (Contour Detection) / R.J. Rodrigues ; G.K. Vianna ; A.C.G. Thomé
Using Contextual Information to Selectively Adjust Preprocessing Parameters / P. Neskovic ; L.N. Cooper
Electric Power System's Stability Assessment and Online-Provision of Control Actions Using Self-Organizing Maps / C. Leder ; C. Rehtanz
Neural Networks for Contingency Evaluation and Monitoring in Power Systems / F. García-Lagos ; G. Joya ; F.J. Marín ; F. Sandoval
Hybrid Framework for Neuro-dynamic Programming Application to Water Supply Networks / M. Damas ; M. Salmeródn ; G. Olivares
Classification of Disturbances in Electrical Signals Using Neural Networks / C. León ; A. López ; J.C. Montaño ; Í. Monedero
Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions / S. Ponthieux ; M. Cottrell
Nonlinear Synthesis of Vowels in the LP Residual Domain with a Regularized RBF Network / E. Rank ; G. Kubin
Nonlinear Vectorial Prediction with Neural Nets / M. Faúndez-Zanuy
Separation of Sources Based on the Partitioning of the Space of Observations / M. Rodríguez-Álvarez ; I. Rojas
Adaptive ICA with Order Statistics in Multidmensional Scenarios / Y. Blanco ; S. Zazo ; J.M. Paez-Borrallo
Pattern Repulsion Revistited / Fabian J. Theis ; C. Puntonet
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction / S. Cruces ; A. Cichocki ; S.-I. Amari
Feature Extraction in Digital Mammography: An Independent Component Analysis Approach / A. Koutras ; I. Christoyianni ; E. Dermatas ; G. Kokkinakis
Blind Source Separation in Convolutive Mixtures: A Hybrid Approach for Colored Sources / F. Abrard ; Y. Deville
A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources / R. Martín-Clemente ; J.I. Acha
The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions / J. Särelä ; R. Vigário
Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions / L.-Q. Zhang ; S. Amari
Separating Convolutive Mixtures by Mutual Information Minimization / M. Babaie-Zadeh ; C. Jutten ; K. Nayebi
Author Index
Foundations of Connectionism and Biophysical Models of Neurons
Dendrites: The Last-Generation Computers / O. Herreras ; J.M. Ibarz ; L. López-Aguado ; P. Varona
Homogeneity in the Electrical Activity Pattern as a Function of Intercellular Coupling in Cell Networks / E. Andreu ; R. Pomares ; B. Soria ; J.V. Sanchez-Andres
A Realistic Computational Model of the Local Circuitry of the Cuneate Nucleus / J. Mariño ; A. Canedo
Algorithmic Extraction of Morphological Statistics from Electronic Archives of Neuroanatomy / R. Scorcioni ; G.A. Ascoli
What Can We Compute with Lateral Inhibition Circuits? / A.E. Delgado
Neuronal Models with Current Inputs / J. Feng
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory / J.M. Ferrández ; M. Bongard ; F. García de Quirós ; J.A. Bolea ; J. Ammermüller ; R.A. Normann ; E. Fernández
Numerical Study of Effects of Co-transmission by Substance P and Acetylcholine on Synaptic Plasticity in Myenteric Neurons / R. Miftakov ; J. Christensen
Neurobiological Modeling of Bursting Response During Visual Attention / R. Rajimehr ; L. Montaser Kouhsari
Sensitivity of Simulated Striate Neurons to Cross-Like Stimuli Based on Disinhibitory Mechanism / K.A. Saltykov ; I.A. Shevelev
Synchronisation Mechanisms in Neuronal Networks / S. Chillemi ; M. Barbi ; A. Di Garbo
Detection of Oriented Repetitive Alternating Patterns in Color Images (A Computational Model of Monkey Grating Cells) / T. Lourens ; H.G. Okuno ; H. Kitano
Synchronization in Brain - Assessment by Electroencephalographic Signals / E. Pereda ; J. Bhattacharya
Strategies for the Optimization of Large Scale Networks of Integrate and Fire Neurons / M.A. Sánchez-Montañés
Structural and Functional Models of Neurons
A Neural Network Model of Working Memory (Processing of "What" and "Where" Information) / T. Minami ; T. Inui
Orientation Selectivity of Intracortical Inhibitory Cells in the Striate Visual Cortex: A Computational Theory and a Neural Circuitry / M.N. Shirazi
Interpreting Neural Networks in the Frame of the Logic of Lukasiewicz / C. Moraga ; L. Salinas
Time-Dispersive Effects in the J. Gonzalo's Research on Cerebral Dynamics / I. Gonzalo ; M.A. Porras
Verifying Properties of Neural Networks / P. Rodrigues ; J.F. Costa ; H.T. Siegelmann
Algorithms and Implementation Architectures for Hebbian Neural Networks / J.A. Berzal ; P.J. Zufiria
The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting / F.J. de Souza ; M.M.R. Vellasco ; M.A.C. Pacheco
The Chemical Metaphor in Neural Computation / J. Barahona da Fonseca ; I. Barahona da Fonseca ; J. Simões da Fonseca
The General Neural-Network Paradigm for Visual Cryptography / T.-W. Yue ; S. Chiang
II-DTB, Discrete Time Backpropagation with Product Units / J. Santos ; R.J. Duro
Neocognitron-Type Network for Recognizing Rotated and Shifted Patterns with Reduction of Resources / S. Satoh ; S. Miyake ; H. Aso
Classification with Synaptic Radial Basis Units / J.D. Buldain
A Randomized Hypercolumn Model and Gesture Recognition / N. Tsuruta ; Y. Yoshiki ; T. El. Tobely
Heterogeneous Kohonen Networks / S. Negri ; L.A. Belanche
Divided-Data Analysis in a Financial Case Classification with Multi-dendritic Neural Networks
Neuro Fuzzy Systems: State-of-the-Art Modeling Techniques
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation / Setiono
Speech Recognition Using Fuzzy Second-Order Recurrent Neural Networks / A. Blanco ; M. Delgado ; M.C. Pegalajar ; I. Requena
A Measure of Noise Immunity for Functional Networks / E. Castillo ; B. Guijarro-Berdinas
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis / O. Fontenla Romero ; B. Guijarro Berdinnas ; A. Alonso Betanzos
Optimal Modular Feedfroward Neural Nets Based on Functional Network Architectures / A.S. Cofiño ; J.M. Gutiérrez
Optimal Transformations in Multiple Linear Regression Using Functional Networks / A.S. Hadi ; B. Lacruz
Learning and Other Plasticity Phenomena, and Complex Systems Dynamics
Generalization Error and Training Error at Singularities of Multilayer Perceptrons / T. Ozeki ; H. Park
Bistable Gradient Neural Networks: Their Computational Properties / V. Chinarov ; M. Menzinger
Inductive Bias in Recurrent Neural Networks / S. Snyders
Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks / M. Lázaro ; I. Santamaría ; C. Pantaleón
Expansive and Competitive Neural Networks / J.A. Gomez-Ruiz ; J. Muñoz-Perez ; E. Lopez-Rubio ; M.A. Garcia-Bernal
Fast Function Approximation with Hierarchical Neural Networks and Their Application to a Reinforcement Learning Agent / J. Fischer ; R. Breithaupt ; M. Bode
Two Dimensional Evaluation Reinforcement Learning / H. Okada ; H. Yamakawa ; T. Omori
Comparing the Learning Processes of Cognitive Distance Learning and Search Based Agent / Y. Miyamoto
Selective Learning for Multilayer Feedforward Neural Networks / A.P. Engelbrecht
Connectionist Models of Cortico-Basal Ganglia Adaptive Neural Networks During Learning of Motor Sequential Procedures / J. Molina Vilaplana
Practical Consideration on Generalization Property of Natural Gradient Learning
Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks / G. Arulampalam ; A. Bouzerdoum
Non-symmetric Support Vector Machines
Natural Gradient Learning in NLDA Networks / J.R. Dorronsoro ; A. González ; C. Santa Cruz
AUTOWISARD: Unsupervised Modes for the WISARD / I. Wickert ; F.M.G. França
Neural Steering: Difficult and Impossible Sequential Problems for Gradient Descent / G. Milligan ; M.K. Weir ; J.P. Lewis
Analysis of Scaling Exponents of Waken and Sleeping Stage in EEG / J.-M. Lee ; D.-J. Kim ; I.-Y. Kim ; S.I. Kim
Model Based Predictive Control Using Genetic Algorithms. Application to Greenhouses Climate Control / X. Blasco ; M. Martínez ; J. Senent ; J. Sanchis
Nonlinear Parametric Model Identification with Genetic Algorithms. Application to a Thermal Process / J.M. Herrero
A Comparison of Several Evolutionary Heuristics for the Frequency Assignment Problem / C. Cotta ; J.M. Troya
GA Techniques Applied to Contour Search in Images of Bovine Livestock / M.I. Acevedo Sotoca
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information / F. Rodríguez ; R. Huerta ; M.I. Rabinovich ; H.D.I. Abarbanel
RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting / H. Pomares
Evolving RBF Neural Networks / V.M. Rivas ; P.A. Castillo ; J.J. Merelo
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures / G. Gutiérrez ; J.M. Molina ; A. Sanchís ; I.M. Galván
A Recurrent Multivalued Neural Network for the N-Queens Problem / E. Mérida ; J. Muñoz ; R. Benítez
A Novel Approach to Self-Adaptation of Neuro-Fuzzy Controllers in Real Time
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis / E. Del Moral Hernandez
Topology-Preserving Elastic Nets / V. Tereshko
Optimization with Linear Constraints in the Neural Network / M. Oota ; N. Ishii ; K. Yamauchi ; M. Nakamura
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules / A.J. Rivera
Study of Chaos in a Simple Discrete Recurrence Neural Network / J.D. Piñeiro
Genetic Algorithm versus Scatter Search and Solving Hard MAX-W-SAT Problems / H. Drias
A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA) / M. Affenzeller
Evolution of Firms in Complex Worlds: Generalized NK Model / N. Jacoby
Learning Adaptive Parameters with Restricted Genetic Optimization Method / S. Garrido
Solving NP-Complete Problems with Networks of Evolutionary Processors / J. Castellanos ; C. Martín-Vide ; V. Mitrana ; J.M. Sempere
Using SOM for Neural Network Visualization / G. Romero
Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context / F. Fessant ; P. Aknin ; L. Oukhellou ; S. Midenet
Introducing Multi-objective Optimization in Cooperative Coevolution of Neural Networks / N. García-Pedrajas ; E. Sanz-Tapia ; D. Ortiz-Boyer ; C. Hervás-Martínez
STAR - Sparsity through Automated Rejection / R. Burbidge ; M. Trotter ; B. Buxton ; S. Holden
Ordinal Regression with K-SVCR Machines / C. Angulo ; A. Català
Large Margin Nearest Neighbor Classifiers / S. Bermejo ; J. Cabestany
Reduced Support Vector Selection by Linear Programs / W.A. Fellenz
Edge Detection in Noisy Images Using the Support Vector Machines / H. Góimez-Moreno ; S. Maldonado-Bascón
Initialization in Genetic Algorithms for Constraint Satisfaction Problems / C.R. Vela ; R. Varela ; J. Puente
Evolving High-Posterior Self-Organizing Maps / J. Muruzábal
Using Statistical Techniques to Predict GA Performance / R. Nogueras
Multilevel Genetic Algorithm for the Complete Development of ANN / J. Dorado ; A. Santos ; J.R. Rabuñal
Graph Based GP Applied to Dynamical Systems Modeling / A.M. López ; H. López ; L. Sánchez
Nonlinear System Dynamics in the Normalisation Process of a Self-Organising Neural Network for Combinatorial Optimisation / T. Kwok ; K.A. Smith
Continuous Function Optimisation via Gradient Descent on a Neural Network Approxmiation Function / J.N.D. Gupta
An Evolutionary Algorithm for the Design of Hybrid Fiber Optic-Coaxial Cable Networks in Small Urban Areas / P. Cortiés ; F. Guerrero ; D. Canca ; J.M. García
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing / S. Li ; L. Wang
Artificial Intelligence and Cognitive Processes
Seeing is Believing: Depictive Neuromodelling of Visual Awareness / I. Aleksander ; H. Morton ; B. Dunmall
DIAGEN-WebDB: A Connectionist Approach to Medical Knowledge Representation and Inference / R. Martínez ; J.R. Álvarez
Conceptual Spaces as Voltage Maps / J. Aisbett ; G. Gibbon
Determining Hyper-planes to Generate Symbolic Rules / G. Bologna
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills / A. Ledezma ; A. Berlanga ; R. Aler
ANNs and the Neural Basis for General Intelligence / J.G. Wallace ; K. Bluff
Knowledge and Intelligence / J.C. Herrero
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover / I.M.O. Vilela ; P.M.V. Lima
Bio-inspired Systems and Engineering
From Embryonics to POEtic Machines / D. Mange ; A. Stauffer ; G. Tempesti ; C. Teuscher
Design and Codesign of Neuro-Fuzzy Hardware / L.M. Reyneri
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David W. Aha, Ian Watson (eds.)
出版情報: Berlin : Springer, c2001  xii, 758 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2080 . Lecture notes in artificial intelligence
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図書
Takao Terano ... [et al.] (eds.)
出版情報: Berlin : Springer, c2001  xxvii, 553 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2253 . Lecture notes in artificial intelligence
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sponsor, IEEE Control Systems Society (CSS) ; technical co-sponsors, American Society of Mechanical Engineers (ASME), European Union Control Association (EUCA), Society of Instrument and Control Engineers (SICE)
出版情報: New York : IEEE, c2001  405 p. ; 28 cm
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John A. Campbell, Eugenio Roanes-Lozano (eds.)
出版情報: Berlin : Springer, c2001  x, 252 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1930 . Lecture notes in artificial intelligence
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目次情報: 続きを見る
Invited Papers
George Boole, a Forerunner of Symbolic Computation / Luis M. Laita ; Luis de Ledesma ; Eugenio Roanes-Lozano ; Alberto Brunori
Artificial Intelligence as a Decision Tool for Efficient Strategic and Operational Management / Marc Knoppe
OMDoc: Towards an Internet Standard for the Administration, Distribution, and Teaching of Mathematical Knowledge / Michael Kohlhase
Contributed Papers and Poster Summaries
On Communicating Proofs in Interactive Mathematical Documents / Olga Caprotti ; Martijn Oostdijk
Composite Distributive Lattices as Annotation Domains for Mediators / Jacques Calmet ; Peter Kullmann ; Morio Taneda
A Proof Strategy Based on a Dual Representation / Guilherme Bittencourt ; Isabel Tonin
Formalizing Rewriting in the ACL2 Theorem Prover / José-Luis Ruiz-Reina ; José-Antonio Alonso ; María-José Hidalgo ; Francisco-Jesús Martín-Mateos
Additional Comments on Conjectures, Hypotheses, and Consequences in Orthocomplemented Lattices / Angel Fernandez Pineda ; Enric Trillas ; Claudio Vaucheret
Reasoning about the Elementary Functions of Complex Analysis / Robert M. Corless ; James H. Davenport ; David J. Jeffrey ; Gurjeet Litt ; Stephen M. Watt
Solving Nonlinear Systems by Constraint Inversion and Interval Arithmetic / Martine Ceberio ; Laurent Granvilliers
Basic Operators for Solving Constraints via Collaboration of Solvers / Carlos Castro ; Eric Monfroy
Automatic Determination of Geometric Loci.3D-Extension of Simson-Steiner Theorem / Eugenio Roanes-Macías
Numerical Implicitization of Parametric Hypersurfaces with Linear Algebra / MarkW. Giesbrecht ; Ilias S. Kotsireas
A Note on Modeling Connectionist Network Structures: Geometric and Categorical Aspects / Jochen Pfalzgraf
A New Artificial Intelligence Paradigm for Computer-Aided Geometric Design / Andres Iglesias ; Akemi Galvez
How Symbolic Computation Can Benefit Computer-Aided Geometric Design
CDR: A Rewriting Based Tool to Design FPLA Circuits / Zahir Maazouzi ; Nirina Andrianarivelo ; Wadoud Bousdira ; Jacques Chabin
Locally Effective Objects and Artificial Intelligence / Julio Rubio
Negotiation Algorithms for Multi-agent Interactions / Marco A. Arranz
Some Techniques of Isomorph-Free Search / Thierry Boy de la Tour
Author Index
Invited Papers
George Boole, a Forerunner of Symbolic Computation / Luis M. Laita ; Luis de Ledesma ; Eugenio Roanes-Lozano ; Alberto Brunori
Artificial Intelligence as a Decision Tool for Efficient Strategic and Operational Management / Marc Knoppe
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Eleni Stroulia, Stan Matwin (eds.)
出版情報: Berlin : Springer, c2001  xii, 366 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2056 . Lecture notes in artificial intelligence
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Peter Stone, Tucker Balch, Gerhard Kraetzschmar (eds.)
出版情報: Berlin : Springer, c2001  xvii, 658 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2019 . Lecture notes in artificial intelligence
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Salem Benferhat, Philippe Besnard (eds.)
出版情報: Berlin : Springer, c2001  xiv, 818 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2143 . Lecture notes in artificial intelligence
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sponsored by the International Joint Conferences on Artificial Intelligence, Inc. (IJCAII), the American Association for Artificial Intelligence (AAAI)
出版情報: San Francisco, CA : Distributed by Morgan Kaufmann, c2001  2 v. ; 28 cm.
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Floriana Esposito (ed.)
出版情報: Berlin ; Heidelberg : Springer-Verlag, c2001  xii, 396 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2175 . Lecture notes in artificial intelligence
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Franz Baader, Gerhard Brewka, Thomas Eiter (eds.)
出版情報: Berlin : Springer, c2001  xiii, 470 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 2174 . Lecture notes in artificial intelligence
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José Mira, José R. Álvarez (eds.)
出版情報: Berlin : Springer, c2005  xxiv, 532 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3561 . First International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2005, Las Palmas, Canary Islands, Spain, June 15-18, 2005 : proceedings ; pt. 1
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José Mira, José R. Álvarez (eds.)
出版情報: Berlin : Springer, c2005  xxiii, 636 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3562 . First International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2005, Las Palmas, Canary Islands, Spain, June 15-18, 2005 : proceedings ; pt. 2
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Christian Jacob ... [et al.] (eds.)
出版情報: Berlin : Springer, c2005  xii, 500 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3627
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edited by Max Bramer, Vladan Devedzic
出版情報: Boston, Mass. : Kluwer Academic Publishers, c2004  xiv, 484 p. ; 25 cm
シリーズ名: The International Federation for Information Processing ; 154
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IEEE International Workshop on Robot and Human Interactive Communication ; IEEE Industrial Electronics Society
出版情報: Piscataway, N.J. : IEEE, c2005  xxi, 734, 5 p. ; 28 cm
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edited by Max Bramer, Vagan Terziyan
出版情報: New York : Springer, c2005  xiv, 340 p. ; 24 cm
シリーズ名: The International Federation for Information Processing ; 188
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目次情報: 続きを見る
Using Semantic Web in Mobile and Ubiquitous Computing
Semantic Web Applications and Case Studies
Practical Design of Business Enterprise Ontologies
Semantic Image Retrieval Using the Cognitive Spatial Relationships in the Semantic Web.-Using UDDI for Publishing Metadata of the Semantic Web
RFID-Based Ligistics Information Service
Metrics for Objective Ontology Evaluatioons
ICT Opportunities and Challenges for Remote Services
Information Architectures for Semantic Web Applications
Semantically Enhanced Discovery of Heterogeneous Services
Knowledge Dichotomy and Semantic Knowledge Management
Service Portability Framework for Integrated Communication Environments
Using Semantic Web in Mobile and Ubiquitous Computing
Semantic Web Applications and Case Studies
Practical Design of Business Enterprise Ontologies
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edited by Roch Glitho, Ahmed Karmouch, Samuel Pierre
出版情報: New York : Springer, 2005  xiii, 312 p. ; 24 cm
シリーズ名: The International Federation for Information Processing ; 190
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Bamshad Mobasher, Sarabjot Singh Anand (eds.)
出版情報: Berlin : Springer, c2005  viii, 323 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3169 . Lecture notes in artificial intelligence
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Alexander Gelbukh, Álvaro de Albornoz, Hugo Terashima-Marín (eds.)
出版情報: Berlin : Springer, c2005  xxvi, 1198 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3789 . Lecture notes in artificial intelligence
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Shichao Zhang, Ray Jarvis (eds.)
出版情報: Berlin : Springer, c2005  xxvii, 1344 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3809 . Lecture notes in artificial intelligence
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Ulrich Furbach (ed.)
出版情報: Berlin : Springer, c2005  xiii, 408 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3698 . Lecture notes in artificial intelligence
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Stefania Bandini, Sara Manzoni (eds.)
出版情報: Berlin : Springer, c2005  xiv, 614 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3673 . Lecture notes in artificial intelligence
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Carlos Bento, Amílcar Cardoso, Gaël Dias (eds.)
出版情報: Berlin : Springer, c2005  xviii, 704 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3808 . Lecture notes in artificial intelligence
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[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
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edited by Jiming Liu ... [et al.] ; sponsored by IEEE Computer Society Technical Committee on Computational Intelligence (TCCI), Web Intelligence Consortium (WIC)
出版情報: Los Alamitos, Calif. : IEEE Computer Society, c2003  xx, 635 p. ; 28 cm
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目次情報: 続きを見る
Welcome Message
IAT'03 and WI'03 Organizing Committee
IAT'03 and WI'03 Program Committees
IAT'03 Non-Program Committee Reviewers
Main Track Regular Papers
Dynamic Stochastic Capacity Pricing for Resource Allocation / A. G. Anyouzoa ; T. D'Hondt ; D. C. Akoa ; M. Ba
An Approach to Digitizing and Managing Well-Logging Parameter Graphs with Agent-Based Perspective / C. Li ; C. Zhang ; M. Wang ; Q. Song
A Distributed Agent Approach to Global Transportation Scheduling / D. Perugini ; D. Lambert ; L. Sterling ; A. Pearce
On Heuristics for Solving Winner Determination Problem in Combinatorial Auctions / M. Mito ; S. Fujita
Modeling and Specifying Scenarios and Agent Behaviors / L. Shan ; H. Zhu
Living with Dynamic Concepts in Dynamic Environments: Intelligent Agents that Adapt Themselves / M. Rehm
Method of Crowd Simulation by Using Multi-Agent on Cellular Automata / T. Hamagami ; H. Hirata
Integrating Reinforcement Learning, Bidding and Genetic Algorithms / D. Qi ; R. Sun
Mobile Agents for Data Analysis in Industrial Automation Systems / D. P. Buse ; J. Q. Feng ; Q. H. Wu
EMMA: An E-Mail Management Assistant / V. Ho ; W. Wobcke ; P. Compton
Discovery of Emergent Natural Laws by Hierarchical Multi-Agent Systems / H. Stolk ; K. Gates ; J. Hanan
Classification Rule Discovery with Ant Colony Optimization / B. Liu ; H. A. Abbass ; B. McKay
Dynamic Inference of Perceptual Categories in Negotiating Agents / M. Grimsley ; A. Meehan
An XML-Based Multi-Agent System for the User-Oriented Management of QoS in Telecommunications Networks / P. De Meo ; J. Mbale ; G. Terracina ; D. Ursino
FLIP: A Platform to Integrate Embodied Agent Technology / L. K. Jensen ; B. B. Kristensen ; Y. Demazeau
CARLA--A CORBA-Based Architecture for Lightweight Agents / M. Aleksy ; A. Korthaus ; M. Schader
Learning Knowledge Bases for Information Extraction from Multiple Text-Based Web Sites / X. Gao ; M. Zhang
Discovery and Sharing of Knowledge with Self-Organized Agents / L. K. Wickramasinghe ; L. D. Alahakoon
The Use of Hybrid Negotiation in Resource Coordination Among Agents / X. Li ; L.-K. Soh
Integrative Negotiation in Complex Organizational Agent Systems / X. Zhang ; V. Lesser ; T. Wagner
A New Approach of the Collaborative User Interface Agents / T. Helmy ; S. Amamiya ; T. Mine ; M. Amamiya
Tasks as Context for Intelligent Agents / K. Lister
Mission Impossible? Automatically Assembling Agents from High-Level Task Descriptions / G. Jayaputera ; S. Loke ; A. Zaslavsky
Proxy Ecology--Cooperative Proxies with Artificial Life / J. Z. Wang ; R. K. Guha
An Agent-Based Digital Self in a 24x7 Web Services World: Architecture and Implementation / S. Goschnick
Inaccessibility in Multi-Agent Systems / M. Pechoucek ; M. Dobisek ; J. Lazansky ; V. Marik
Modeling Agent-Based Load Balancing with Time Delays / Y. Wang ; J. Liu ; X. Jin
Belief Revision for Adaptive Negotiation Agents / R. Y. K. Lau ; B. Essam ; S. Y. Chan ; Z. Huang
Problem-Solving in Open Environments / S. Macho-Gonzalez ; B. Faltings
The Role of Agents in Distributed Data Mining: Issues and Benefits / M. Klusch ; S. Lodi ; G. Moro
Multi-Agent Planning as a Coordination Model for Self-Organized Systems / F. Marc ; I. Degirmenciyan-Cartault ; A. El Fallah-Seghrouchni
A Hybrid Architecture for Autonomous Navigation Using a CBR Reactive Layer / C. Urdiales ; E. J. Perez ; F. Sandoval ; J. Vazquez-Salceda
A Neural Multi-Agent Based System for Smart HTML Pages Retrieval / G. Pilato ; S. Vitabile ; G. Vassallo ; V. Conti ; F. Sorbello
Social Interactions in Multi-Agent Systems: A Formal Approach / M. Fasli
A Resource-Based Framework for Planning and Replanning / R. van der Krogt ; M. de Weerdt ; C. Witteveen
Assistive Ecologies--Bio-Mimetic Design of Ambient Intelligence / M. H. Sorensen
Representing and Enforcing Interaction Protocols in Multi-Agent Systems: An Approach Based on Conceptual Graphs / G. W. Mineau
Controlling Malevolent Behavior in Open Multi-Agent Systems by Means of Deterrence Theory / P. Winoto
A Task-Oriented Agent-Based Mechanism for Theorem Proving / Q. B. Vo
Designing Flexible Negotiation Agent with Relaxed Decision Rules / K. M. Sim ; S. Y. Wang
Autonomous Information Services Integration and Allocation in Agent-Based Information Service System / X. Lu ; K. Mori
Combining Reactive and Deliberative Agents for Complete Ecosystems in Infospheres / F. L. Gandon
Efficiency of Emergent Constraint Satisfaction in Small-World and Random Agent Networks
A Two-Level Negotiation Framework for Complex Negotiations
Multi-Agent Interaction Protocols for E-Business / M. Purvis ; M. Nowostawski ; M. Oliveira ; S. Cranefield
Strategies for Cooperative Search in Distributed Databases / J. J. Chua ; P. E. Tischer
Norm Governed Multi-Agent Systems: The Delegation of Control to Autonomous Agents / G. Boella ; L. van der Torre
Asymmetric Multi-Agent Reinforcement Learning / V. Kononen
Novel Vertical Mining on Diffsets Structure / W. Consue ; W. Kurutach
On Need-Driven Proactive Information Exchanges in Agent Teams / J. Yen ; X. Fan ; R. A. Volz
MMASS Approach to Localization Problems / S. Bandini ; S. Manzoni ; G. Vizzari
Improving the Fault-Tolerance in MAS with Dynamic Proxy Replicate Groups / A. Fedoruk ; R. Deters
Agent-Based Decision Support for Actual-World Procurement Scenarios / J. A. Rodriguez-Aguilar ; A. Giovannucci ; A. Reyes-Moro ; F. X. Noria ; J. Cerquides
Many Is More, But Not Too Many: Dimensions of Cooperation of Agents with and without Predictive Capabilities / M. Scheutz ; P. Schermerhorn
An Investigation of the Long-Term Impact of Knowledge Sharing on Multi-Agent Systems
A Software Engineering Process for BDI Agent-Based Systems / T. I. Zhang ; E. Kendall ; H. Jiang
Artificial Software Agents on Thin Double Auction Markets--A Human Trader Experiment / J. Grossklags ; C. Schmidt
Main Track Short Papers
A Multi-Agent System for Optimizing Urban Traffic / J. France ; A. A. Ghorbani
Collaboration Based on Hierachical Relationship / X. Liang ; X. Shen ; Q. Zhao
A General Architecture for Autonomous Agents / B. Ekdahl ; L. Jensen ; M. R. Lilja ; S. Nyman ; A. Wikstrom
Evolutionary Game Algorithm for Multiple Knapsack Problem / Y. Jun ; L. Xiande ; H. Lu
Network Load Balancing Algorithm Using Ants Computing / H. Une ; F. Qian
Q-Learning Automaton
Multi-Agent Technology for Distributed Data Mining and Classification / V. Gorodetsky ; O. Karsaeyv ; V. Samoilov
Formal Framework for Adaptive Multi-Agent Systems / W. Jiao ; M. Zhou ; Q. Wang
Communicative Acts of Elvin-Enhanced Mobile Agents / S. W. Loke
Soft Gene, Role, Agent: MABS Learns from Sociology / Q. Yan ; X. Mao ; Z. Qi
Odaies: Ontology-Driven Adaptive Web Information Extraction System / N. Zhang ; H. Chen ; S.-J. Cheng ; M.-F. Xiong
Supporting Knowledge Management Infrastructure: A Multi-Agent Approach / W. Dai ; S. H. Rubin ; C. Chen
Learning DNF Concepts by Constrained Clustering of Positive Instances / L. Minqiang ; L. Zhi
A New Agent-Based Framework for the Simulation of Electricity Markets / I. Praca ; C. Ramos ; Z. Vale ; M. Cordeiro
A Programming Language for Autonomous and Mobile Agents / A. Suna
Person Name Identification in Chinese Documents Using Finite State Automata / B. Shen ; Z. Zhang ; C. Yuan
Human-Agent Viewpoint Similarity Based on Terminological Logic for Mixed-Initiative Planning / A. Bouzouane ; B. Bouchard
Problem Solving with Attitude and the Theory of Reasoned Action / S. Au ; N. Parameswaran
HOWTO: Asynchronous PFC-MRDAC--Optimization in Distributed Constraint Problems [plus or minus] Adopt / M.-C. Silaghi
Hybrid Intelligent System for Pricing the Indices of Dual-Listing Stock Markets / S. I. Ao
Analysis and Design of HWME Using Holonic Multi-Agent Systems / H. Wang ; R. Dai
Agent-Oriented Framework for Decision Tree Evolution / M. Sprogar ; M. Colnaric
Formal Framework for Modeling and Simulation of DDoS Attacks Based on Teamwork of Hackers-Agents / I. Kotenko ; A. Alexeev ; E. Man'kov
SIMPLE--A Multi-Agent System for Simultaneous and Related Auctions / R. L. Milidiu ; T. Melcop ; F. dos S. Liporace ; C. J. P. de Lucena
Validating Interaction in Ubiquitous Software Systems Using Dialogue Oriented Interactions / A. Gouaich
Privilege Negotiation Agents for Distributed Authorization on World Wide Web / R. Au ; M. Yao ; M. Looi
BDIGGY: A Cognitive Architecture for Cooperative Problem Solving / A. Pauchet ; N. Chaignaud ; A. E. Fallah-Seghrouchni
Virtual Enterprise Formation with Agents--An Approach to Implementation / S. A. Petersen ; J. Rao ; M. Matskin
Distributed Ubiquitous Software Services
Using Self-Organization for Functional Integrity Maintenance of Wireless Sensor Networks / J.-P. Jamont ; M. Occello
A Possible Approach to the Development of Robotic Multi-Agent Systems / M. Cossentino ; L. Sabatucci ; A. Chella
Discrete Bee Dance Algorithms for Pattern Formation on a Grid / N. Gordon ; I. A. Wagner ; A. M. Bruckstein
Preliminary Performance Evaluation of an Agent-Based Geospatial Data Conflation System / S. Rahimi ; J. Bjursell ; D. Ali ; M. Cobb ; M. Paprzycki
MPIAB: A Novel Agent Architecture for Parallel Processing / A. Narayanan ; M. Sabharwal
Non-Refundable-Bid Auctions for Positions in a Queue: A Decision-Theoretic Analysis / T. Y. Tang
Adding Flexibility Using Structured Goals: The Case of Itinerant Mobile Agents / T. Phung ; J. Harland
Modeling the Behaviors of Players in Competitive Environments / S.-Y. Chiao ; C. S. Xydeas
Introducing Software Agents to Support a Web-Based Collective Activity / N. Taurisson ; P. Tchounikine
Knowledge Sharing in Default Reasoning Based Multi-Agent Systems / H. Rybinski ; D. Ryzko
Multi-Agent Coalition via Autonomous Price Negotiation in a Real-Time Web Environment / H. C. Lau ; W. S. Lim
Multi-Agent Reinforcement Learning Using OLAP-Based Association Rules Mining / M. Kaya ; R. Alhajj
A New Distributed Approach to Solve Meeting Scheduling Problems / A. B. Hassine ; T. Ito ; T. B. Ho
A Procedure for Mediating Between Service Requesters and Providers / P. Lamarre ; S. Cazalens
A JMS Message Transport Protocol for the JADE Platform / E. Curry ; D. Chambers ; G. Lyons
Multi-Agent Autonomic Architecture and Its Application in E-Medicine / H. Tianfield
Identifiability of Causal Effects in a Multi-Agent Causal Model / S. Maes ; J. Reumers ; B. Manderick
Arithmetic Circuit for the First Solution of Distributed CSPs with Cryptographic Multi-Party Computations
Web Course Self-Adaptation / M. A. Razek ; C. Frasson ; M. Kaltenbach
Enlarging the Applicability of a Failure Cause Eradication Based Methodology / N. Guionnet ; G. Gouarderes
An Application of Multi-Agent Coordination Techniques in Air Traffic Management / M. Nguyen-Duc ; J.-P. Briot ; A. Drogoul
Industry Track Paper
Cost-Based Dynamic Reconfiguration System for Intelligent Agent Negotiation / F. P. Maturana ; P. Tichy ; P. Slechta ; R. J. Staron ; F. M. Discenzo ; K. Hall
Author Index
Welcome Message
IAT'03 and WI'03 Organizing Committee
IAT'03 and WI'03 Program Committees
48.

図書

図書
edited by Jiming Liu ... [et al.] ; sponsored by IEEE Computer Society Technical Committee on Computational Intelligence (TCCI), Web Intelligence Consortium (WIC)
出版情報: Los Alamitos, Calif. : IEEE Computer Society, c2003  xxi, 730 p. ; 28 cm
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Welcome Message
WI'03 and IAT'03 Organizing Committee
WI'03 and IAT'03 Program Committees
WI'03 Non-Program Committee Reviewers
Main Track Regular Papers
Value Centric Trust in Multi-Agent Systems / J. Carter ; A. A. Ghorbani
Graph Structures in Paragraph-Linked Repositories / J. Miao
Foundations of Unconstrained Collaborative Web Browsing with Awareness / M. Aneiros ; V. Estivill-Castro
WISE--Building Simple Intelligence into Web Services / S.-T. Yuan ; K.-J. Lin
Clustering Approach for Hybrid Recommender System / Q. Li ; B. M. Kim
Towards Holistic Web-Based Information Retrieval: An Agent-Based Approach / K. M. Sim
Incremental Personalized Web Page Mining Utilizing Self-Organizing HCMAC Neural Network / C.-M. Chen
Exploiting a Search Engine to Develop More Flexible Web Agents / S.-d. Lin ; C. A. Knoblock
A Knowledge Extraction Process Specification for Today's Non-Semantic Web / J. L. Arjona ; R. Corchuelo ; M. Toro
Online Recommendation Based on Customer Shopping Model in E-Commerce / J. Ji ; Z. Sha ; C. Liu ; N. Zhong
Efficient Matchmaking and Directory Services / I. Constantinescu ; B. Faltings
Semantic Web Complex Ontology Mapping / N. Silva ; J. Rocha
Exploiting Webspace Organization for Accelerating Web Prefetching / J. I. Khan ; Q. Tao
Ontology-Based Web Mining Model: Representations of User Profiles / Y. Li
Web-Based Collection Selection Using Singular Value Decomposition / J. King
An Online Multi-Agent E-Sales Recruitment System / R. Khosla ; T. Goonesekera
CARP Compliant Proxy Enforcer Frame Work / K. E. A. Negm
Mining Answers in German Web Pages / G. Neumann ; F. Xu
A QoS Network Routing Algorithm Using Multiple Pheromone Tables / S. Tadrus ; L. Bai
A Real-Time Evolutionary Algorithm for Web Prediction / D. Bonino ; F. Corno ; G. Squillero
Improving Web Usability by Categorizing Information / V. Carchiolo ; A. Longheu ; M. Malgeri
Configuring Web Services, Using Structuring and Techniques from Agent Configuration / S. van Splunter ; M. Sabou ; F. M. T. Brazier ; D. Richards
Local Policies for the Control of Virtual Communities / G. Boella ; L. van der Torre
Improvements of Naive Bayes Collaborative Filtering Using Interval Estimation / V. Robles ; P. Larranaga ; E. Menasalvas ; M. S. Perez ; V. Herves
Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction / R. Basili ; M. Vindigni ; F. M. Zanzotto
Bundling and Pricing for Information Brokerage: Customer Satisfaction as a Means to Profit Optimization / D. J. A. Somefun ; J. A. La Poutre
Mining Social Network of Conference Participants from the Web / Y. Matsuo ; H. Tomobe ; K. Hasida ; M. Ishizuka
A Negotiation Strategy for Electronic Trade Using Intelligent Agents / O. Cairo ; J. G. Olarte ; F. Rivera-Illingworth
Generic Text Summarization Using Local and Global Properties of Sentences / C. Kruengkrai ; C. Jaruskulchai
WebKIV: Visualizing Structure and Navigation for Web Mining Applications / Y. Niu ; T. Zheng ; J. Chen ; R. Goebel
On the Temporal Analysis for Improved Hybrid Recommendations / T. Y. Tang ; P. Winoto ; K. C. C. Chan
Topic and Meta-Descriptor Extraction for Text Description / N. Hernandez ; B. Grau
Two-Phase Web Site Classification Based on Hidden Markov Tree Models / Y.-H. Tian ; T.-J. Huang ; W. Gao ; J. Cheng ; P.-B. Kang
Music Information Retrieval by Detecting Mood via Computational Media Aesthetics / Y. Feng ; Y. Zhuang ; Y. Pan
Web Image Retrieval Re-Ranking with Relevance Model / W.-H. Lin ; R. Jin ; A. Hauptmann
Detecting Near-Replicas on the Web by Content and Hyperlink Analysis / E. Di Iorio ; M. Diligenti ; M. Gori ; M. Maggini ; A. Pucci
Context Sensitive Text Mining and Belief Revision for Adaptive Information Retrieval / R. Y. K. Lau
MobiShare: Sharing Context-Dependent Data and Services from Mobile Sources / E. Valavanis ; C. Ververidis ; M. Vazirgianis ; G. C. Polyzos ; K. Norvag
Mining Web Site's Clusters from Link Topology and Site Hierarchy / K.-W. Cheung ; Y. Sun
An Architecture to Support Navigation and Propose Tips within a Dedicated Website / B. Richard ; P. Tchounikine ; P. Jacoboni
Enhancing a Web-Based Distance-Learning Curriculum with Dedicated Tools / D. Rasseneur
Semantic Reliability in Distributed Systems: Ontology Issues and System Engineering / C. Linn
Querying Spatiotemporal XML Using DataFoX / Y. Chen ; P. Revesz
Topic Continuity for Web Document Categorization and Ranking / B. L. Narayan ; C. A. Murthy ; S. K. Pal
Social Cognitive Factors of Unfair Ratings in Reputation Reporting Systems / R. Conte ; M. Paolucci
Service-Oriented Autonomous Decentralized Community Communication Technique for a Complex Adaptive Information System / K. Ragab ; N. Kaji ; K. Mori
Implementing Explanation Ontology for Agent System / X. Su ; M. Matskin ; J. Rao
Detecting Hostile Accesses through Incremental Subspace Clustering / M. Narahashi ; E. Suzuki
Querying and Clustering Web Pages about Persons and Organizations / S. Ye ; T.-S. Chua ; J. R. Kei
Determining Remote System Contention States in Query Processing over the Internet / W. Liu ; Z. Liao ; J. Hong
Functionality Adaptation: A Context-Aware Service Code Adaptation for Pervasive Computing Environments / V. W.-M. Kwan ; F. C.-M. Lau ; C.-L. Wang
PageRank and Web Communities / M. Bianchini ; F. Scarselli
Bayesian Network-Based Trust Model / Y. Wang ; J. Vassileva
Trust Based Knowledge Outsourcing for Semantic Web Agents / L. Ding ; L. Zhou ; T. Finin
Information-Need Driven Query Refinement / N. Stojanovic
Towards Modernized and Web-Specific Stoplists for Web Document Analysis / M. P. Sinka ; D. W. Corne
Main Track Short Papers
Matrix Dimensionality Reduction for Mining Web Logs / J. Lu ; B. Xu ; H. Yang
Web Intelligence in Information Retrieval / K. Curran ; C. Murphy ; S. Annesley
A Novel Web Security Evaluation Model for a One-Time-Password System / B. Soh ; A. Joy
A Hybrid Method for Web Data Extraction
A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying / R. Zhang ; Z. Zhang ; J. Yao
Evaluation of Criteria for Information Retrieval / T. Ishioka
Personalizing a Web Site for Cellular Phones / A. Kobayashi ; H. Fujioka
An Intelligent Agent-Mediated Web Trading Environment / S. Kouremenos ; S. Vrettos ; A. Stafylopatis
A Comparative Framework for EB Systems Development Methodologies / J. Huang ; J. Wang ; T. Chang ; C. Zhao ; L. Wang
The Formalization of Argumentation and Its Application in Network Computing / Z. Yang ; C. Mu
Temporal Web Usage Mining / M. Hogo ; M. Snorek ; P. Lingras
Intelligent Mapping of Hyperspace / C. G. Ralha ; J. C. L. Ralha
A System for Chinese Question Answering / G.-T. Huang ; H.-H. Yao
Community-Based Model and Access Control for Information Grid / X. Li ; Z. Xu ; X. Liu ; N. Yang
Building an Ontology Based on Hub Words for Information Retrieval / S.O. Koo ; S. Y. Lim ; S. J. Lee
Attribute Reduction of Rough Sets in Mining Market Value Functions / C. Ou ; Y. Y. Yao
Using Psychological Word Database in Web Search / H. Takeuchi ; M. Kitajima ; H. Urokobara
Design and Implementation of a Web-Based Computational Grid Portal / G. He
Web-Agents Inspired by Ethology: A Population of "Ant"-Like Agents to Help Finding User-Oriented Information / A. Revel
Web Prefetching Using Display-Based Prediction / Y. Kim ; J. Kim
A Simulation-Based Approach for Testing Market Strategies in Electronic Marketplaces / M. J. Viamonte ; C. Ramos ; F. Rodrigues ; J. S. Cardoso
Learning Information Extraction Patterns from Tabular Web Pages without Manual Labeling / X. Gao ; M. Zhang ; P. Andreae
LRU Based Small Latency First Replacement (SLFR) Algorithm for the Proxy Cache / S.-W. Shin ; K.-Y. Kim ; J.-S. Jang
User Attributes in Web-Based Electronic Service Adoption Model (E-SAM) / K. Sandhu ; B. Corbitt
Constraining Model-Based Reasoning Using Contexts / L. Gong ; D. Riecken
Using the KDD Process to Support Web Site Reconfigurations / J. D. Velasquez ; H. Yasuda ; T. Aoki ; R. Weber
A Comparative Study of Zernike Moments / T.-W. Lin ; Y.-F. Chou
A New Facial Feature Extraction Method Based on Linear Combination Model / Y. Hu ; B. Yin ; D. Kong
A Recommendation Algorithm Using Multi-Level Association Rules / C. Kim
IISM: An Image Internal Semantic Model for Image Database Based on Relevance Feedback / L. Duan
Performance Management in Competitive Distributed Web Search / R. Khoussainov ; N. Kushmerick
A Framework for an Advanced Reading Support in the Digital Library Age / K. Rouane ; C. Frasson ; M. Kaltenbach
Future View: Web Navigation Based on Learning User's Browsing Patterns / N. Nagino ; S. Yamada
Towards Know-When Technology in the Mobile Information Space: Long-Term User Trace Log Analysis in the Mobile Internet / T. Yamakami
A Toolkit for Creating Personalized Presentations / D. Pacey ; E. Dempster ; M. H. Williams ; A. Cawsey ; D. Marwick ; L. MacKinnon
An Automated Management Tool for Unstructured Data / M. Ceglowski ; A. Coburn ; J. Cuadrado
AntWeb--The Adaptive Web Server Based on the Ants' Behavior / W. M. Teles ; L. Weigang
Expected Value of User Sessions: Limitations to the Non-Semantic Approach / B. Pardo ; S. Millan ; E. Hochsztain ; J. M. Pena
Automatic Composition of Web Service Workflows Using a Semantic Agent / J. Korhonen ; L. Pajunen ; J. Puustjarvi
Web-Based Information Retrieval Support Systems: Building Research Tools for Scientists in the New Information Age / J. T. Yao
WebGuard: Web-Based Adult Content Detection and Filtering System / M. Hammami ; Y. Chahir ; L. Chen
Embedded Data Indexing for Fast Stream Interception by Internet Appliances / Y. He
A Generalized Site Ranking Model for Web IR / C. Ding ; C.-H. Chi
A Query Processing Algorithm for Hierarchical Markov Networks / C. J. Butz ; J. Liu
Supporting the Interaction between User and Web-Based Multimedia Information / N. Bianchi-Berthouze ; N. Katsumi ; H. Yoneyama ; S. Bhalla ; T. Izumita
Incremental Document Clustering Using Cluster Similarity Histograms / K. M. Hammouda ; M. S. Kamel
INTIMATE: A Web-Based Movie Recommender Using Text Categorization / H. Mak ; I. Koprinska ; J. Poon
Research on Modeling with Dynamic Bayesian Networks / F. Tian ; H. Zhang ; Y. Lu
A Data-Mining Approach for Optimizing Performance of an Incremental Crawler / H. Bullot ; S. K. Gupta ; M. K. Mohania
Increasing Matchmaking Semantics in Intelligent Commerce System / R. F. Tomaz ; S. Labidi
Bidirectional Hierarchical Clustering for Web Mining / Z. Yao ; B. Choi
A Text Mining Approach on Automatic Generation of Web Directories and Hierarchies / H.-C. Yang ; C.-H. Lee
Web-Based Medical Decision Support System for Neurological Diseases / S. Tsumoto
A New Method for Query Generation Applied to Learning Text Classifiers / J. Leblet ; M. Quafafou
Learning to Perform Moderation in Online Forums / A. Arnt ; S. Zilberstein
Web Farming and Data Warehousing for Energy Tradefloors / C. Felden ; P. Chamoni
WICE: A Web-Based Intelligent Cost Estimator for Real-Time Decision Support / W.-D. Yu ; C.-C. Lai
Video Browsing and Retrieval Based on Multimodal Integration / Y. Zhu ; D. Zhou
Intelligent User Interfaces for Web-Based Configuration Systems / L. Ardissono ; A. Goy ; G. Petrone ; M. Holland ; R. Schafer ; G. Friedrich ; C. Russ
Towards Automatic Incorporation of Search Engines into a Large-Scale Metasearch Engine / Z. Wu ; V. Raghavan ; H. Qian ; V. Rama ; W. Meng ; H. He ; C. Yu
Ubiquitous Service Interoperation through Polyarchical Middleware / M. Yu ; A. Taleb-Bendiab ; D. Reilly ; W. Omar
Social Scheduler: A Proposal of Collaborative Personal Task Management / I. Ohmukai ; H. Takeda
Adaptive Web Interface Design Using Fuzzy Logic / H. O. Nyongesa ; T. Shicheng ; S. Maleki-Dizaji ; S.-T. Huang ; J. Siddiqi
The Concept of Attribute Dimension and Corresponding Operations / Y. Lin ; L. Zhanhuai
Adaptive Intelligent Environment for Remote Experimentation / M. J. Callaghan ; J. Harkin ; T. M. McGinnity ; L. P. Maguire
Concept Decomposition by Fuzzy k-Means Algorithm / J. Dobsa ; B. D. Basic
WebScout: Support for Revisitation of Web Pages within a Navigation Session / N. Milic-Frayling ; R. Sommerer ; K. Rodden
Negotiation Paradigms Based on Knowledge Bead's Methodology / S. Fong ; S. Meilin
Clustering for Web Information Hierarchy Mining / H.-Y. Kao ; J.-M. Ho ; M.-S. Chen
A Neural Network Based Approach to Automated E-Mail Classification / J. Clark
Evolutionary Reinforcement of User Models in an Adaptive Search Engine / Z. A. Othman
Web Agents for Requirements Consistency Management / Z. Chen ; A. Ghose
Industry Track Papers
Decreasing Saw-Tooth Priority (DSTP) Based Product Data Classifier / R. D. Goyal ; J. Mukherjee
An Efficient Internet Crawling and Filtering System for the Nationwide Tendering Information Retrieval / T. Matsuda ; K. Nakamura ; N. Sakamoto
Author Index
Welcome Message
WI'03 and IAT'03 Organizing Committee
WI'03 and IAT'03 Program Committees
49.

図書

図書
Balázs Kégl, Guy Lapalme (eds.)
出版情報: Berlin ; Tokyo : Springer, c2005  xv, 458 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 3501 . Lecture notes in artificial intelligence
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50.

図書

図書
[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.
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目次情報: 続きを見る
Message from the General Chair
Message from the Program Chair
Organizing Committee
Program Committee
Keynote Speeches
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
Author Index
Message from the General Chair
Message from the Program Chair
Organizing Committee
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