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13th IEEE International Conference on Tools with Artificial Intelligence : proceedings : ICTAI 2001, November 7-9, 2001, Dallas, Texas /
sponsored by IEEE Computer Society, IEEE CS Virtual Intelligence Task Force in cooperation with The Information Technology Research Institute, Wright State University, AIIS Inc.
Los Alamitos, Calif. : IEEE Computer Society, c2001.
xiv, 375 p. : ill. ; 28 cm.
A Look Inside
This item was reviewed in:
SciTech Book News, March 2002
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Table of Contents
Message from the General Chairp. ix
Message from the Program Chairp. x
Committeesp. xi
Conference Schedulep. xii
Multi-Agents and Distributed AI
Towards Ontological Reconciliation for Agentsp. 3
Transaction Oriented Computational Models for Multi-Agent Systemsp. 11
Resource Coordination in Single Agent and Multiagent Systemsp. 18
Smart Cars as Autonomous Intelligent Agentsp. 25
Interleaved Backtracking in Distributed Constraint Networksp. 33
A Multi-Agent System to the Common Management of a Renewable Resource: Application to Water Sharingp. 42
Using Software Agents to Avoid Collisions Among Multiple Robotsp. 50
RaBeCa: A Hybrid Case-Based Reasoning Development Environmentp. 61
Automatic Knowledge Acquisition from Subject Matter Expertsp. 69
Inconsistent Requirements: An Argumentation Viewp. 79
Perfect Sequences for Belief Networks Representationp. 87
A Decentralized Model-Based Diagnostic Tool for Complex Systemsp. 95
Alma/Carne: Implementation of a Time-Situated Meta-Reasonerp. 103
Towards a General Theory for Qualitative Spacep. 111
Genetic Algorithms
Dynamic Load-Balancing via a Genetic Algorithmp. 121
Parallel Genetic Programming for Decision Tree Inductionp. 129
New Hybrid Genetic Algorithms for the Frequency Assignment Problemp. 136
Fast Suboptimal Planning with Nexus Statesp. 145
An Architecture for Planning in Uncertain Domainsp. 152
A Metaheuristic for the Pickup and Delivery Problem with Time Windowsp. 160
Machine Learning and Data Mining
An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networksp. 171
Data Flow Coherence Criteria in ILP Toolsp. 179
Comparing Keyword Extraction Techniques for WEBSOM Text Archivesp. 187
Developing Collaborative Golog Agents by Reinforcement Learningp. 195
Combinatorial Optimization through Statistical Instance-Based Learningp. 203
Empirical Study of a Stacking State-Spacep. 210
Mining First-Order Knowledge Bases for Association Rulesp. 218
Visualization Support for User-Centered Model Selection in Knowledge Discovery in Databasesp. 228
Generation of Propagation Rules for Intentionally Defined Constraintsp. 236
Natural Language Processing and Information Retrieval
B-Course: A Web Service for Bayesian Data Analysisp. 247
An Expert Recommendation System Using Concept-Based Relevance Discernmentp. 257
A Robust Model for Intelligent Text Classificationp. 265
Corefdraw--A Tool for Annotation and Visualization of Coreference Datap. 273
Word Semantics for Information Retrieval: Moving One Step Closer to the Semantic Webp. 280
High Precision Logic Form Transformationp. 288
Software Engineering
Loop--A Language for LP-Based AI Applicationsp. 299
Shamash: An AI Tool for Modeling and Optimizing Business Processesp. 306
An On-Line Repository for Embedded Softwarep. 314
Constraint Satisfaction
A New Hybrid Method for Solving Constraint Optimization Problems in Anytime Contextsp. 325
Pickup and Delivery with Time Windows: Algorithms and Test Case Generationp. 333
Successive Search Method for Valued Constraint Satisfaction and Optimization Problemsp. 341
Maintaining Credible Dialogs in a VideoBot System with Special Audio Techniquesp. 351
Maximizing Paper Spread in Examination Timetabling Using a Vehicle Routing Methodp. 359
Artificial Neural Networks in Hydrological Watershed Modeling: Surface Flow Contribution from the Ungauged Parts of a Catchmentp. 367
Author Indexp. 375
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