Intelligent Systems Design and Applications

Editors:

ISBN: 978-3-540-40426-2 (Print) 978-3-540-44999-7 (Online)

Table of contents (59 chapters)

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  1. Front Matter

    Pages I-XVIII

  2. Connectionist Paradigms and Machine Learning

    1. Front Matter

      Pages 1-1

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      Pages 3-12

      New Model for Time-Series Forecasting Using RBFs and Exogenous Data

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      Pages 13-21

      On Improving Data Fitting Procedure in Reservoir Operation using Artificial Neural Networks

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      Pages 23-31

      Automatic Vehicle License Plate Recognition using Artificial Neural Networks

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      Pages 33-42

      Weather Forecasting Models Using Ensembles of Neural Networks

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      Pages 43-51

      Neural Network Predictive Control Applied to Power System Stability

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      Pages 53-62

      Identification of Surface Residues Involved in Protein-Protein Interaction — A Support Vector Machine Approach

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      Book Chapter

      Pages 63-73

      From Short Term Memory to Semantics-a Computational Model

  3. Fuzzy Sets, Rough Sets and Approximate Reasoning

    1. Front Matter

      Pages 75-75

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      Book Chapter

      Pages 77-86

      Axiomatization of Qualitative Multicriteria Decision Making with the Sugeno Integral

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      Pages 87-96

      A Self-learning Fuzzy Inference for Truth Discovery Framework

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      Pages 97-104

      Exact Approximations for Rough Sets

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      Pages 105-114

      Correlation Coefficient Estimate for Fuzzy Data

  4. Agent Architectures and Distributed Intelligence

    1. Front Matter

      Pages 115-115

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      Book Chapter

      Pages 117-125

      A Framework for Multiagent-Based System for Intrusion Detection

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      Pages 127-136

      An Adaptive Platform Based Multi-Agents for Architecting Dependability

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      Pages 137-148

      Stochastic Distributed Algorithms for Target Surveillance

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      Pages 149-158

      What-if Planning for Military Logistics

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      Book Chapter

      Pages 159-170

      Effects of Reciprocal Social Exchanges on Trust and Autonomy

  5. Intelligent Web Computing

    1. Front Matter

      Pages 171-171

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      Book Chapter

      Pages 173-182

      Real Time Graphical Chinese Chess Game Agents Based on the Client and Server Architecture

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      Book Chapter

      Pages 183-192

      DIMS: an XML-based information integration prototype accessing web heterogeneous sources

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      Book Chapter

      Pages 193-204

      A Framework for High-Performance Web Mining in Dynamic Environments using Honeybee Search Strategies

  6. Internet Security

    1. Front Matter

      Pages 205-205

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      Book Chapter

      Pages 207-218

      Real-time Certificate Validation Service by Client’s Selective Request

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