Computational Intelligence: A Compendium

Editors:

ISBN: 978-3-540-78292-6 (Print) 978-3-540-78293-3 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages I-XXXVI

  2. Overview, Background

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      Chapter

      Pages 3-78

      Computational Intelligence: An Introduction

  3. Preprocessing, Visualization, Systems Integration

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      Chapter

      Pages 81-109

      Data Reduction for Pattern Recognition and Data Analysis

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      Chapter

      Pages 111-153

      Topographic Maps for Clustering and Data Visualization

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      Chapter

      Pages 155-181

      Complex Systems Paradigms for Integrating Intelligent Systems: A Game Theoretic Approach

  4. Artificial Intelligence

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      Chapter

      Pages 185-230

      Emotional Intelligence: Giving Computers Effective Emotional Skills to Aid Interaction

  5. Logic and Reasoning

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      Chapter

      Pages 233-306

      The Paraconsistent Annotated Logic Program EVALPSN and its Application

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      Chapter

      Pages 307-348

      The Data-Oriented Parsing Approach: Theory and Application

  6. Ontology

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      Chapter

      Pages 351-379

      Graph-Based Representation and Reasoning for Ontologies

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      Chapter

      Pages 381-406

      An Ontology-Based Intelligent Mobile System for Tourist Guidance

  7. Intelligent Agents

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      Chapter

      Pages 409-437

      Open Source Agent-Based Modeling Frameworks

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      Chapter

      Pages 439-483

      Agent-Based Grid Computing

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      Chapter

      Pages 485-515

      Decentralized Multi-Agent Clustering in Scale-free Sensor Networks

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      Chapter

      Pages 517-594

      Computational Intelligence in Agent-Based Computational Economics

  8. Fuzzy Systems

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      Chapter

      Pages 597-639

      Semantics and Perception of Fuzzy Sets and Fuzzy Mappings

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      Chapter

      Pages 641-685

      Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers

  9. Artificial Neural Networks

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      Chapter

      Pages 689-714

      Data Mining in QoS-Aware Media Grids

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      Chapter

      Pages 715-762

      The Self-Organizing Maps: Background, Theories, Extensions and Applications

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      Chapter

      Pages 763-796

      Neural Systems Engineering

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      Chapter

      Pages 797-848

      Artificial Brains: An Evolved Neural Net Module Approach

  10. Evolutionary Approaches

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      Chapter

      Pages 851-880

      Evolving Artificial Neural Network Ensembles

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