Innovations in Applied Artificial Intelligence

17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings

Editors:

ISBN: 978-3-540-22007-7 (Print) 978-3-540-24677-0 (Online)

Table of contents (129 chapters)

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  1. Front Matter

    Pages -

  2. Session 1a: Neural Networks (1)

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      Pages 1-10

      A Comparison of Neural Network Input Vector Selection Techniques

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      Pages 11-19

      Application of Direction Basis Function Neural Network to Adaptive Identification and Control

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      Pages 20-28

      Knowledge Discovery Using Neural Networks

  3. Session 1b: Bioinformatics (1)

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      Pages 29-39

      Knowledge Discovery in Hepatitis C Virus Transgenic Mice

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      Pages 40-49

      Digital Signal Processing in Predicting Secondary Structures of Proteins

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      Pages 50-55

      Predicting Protein-Protein Interactions from One Feature Using SVM

  4. Session 1c: Data Mining (1)

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      Pages 56-65

      Fuzzy OLAP Association Rules Mining Based Novel Approach for Multiagent Cooperative Learning

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      Pages 66-76

      OIDM: Online Interactive Data Mining

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      Pages 77-86

      A Novel Manufacturing Defect Detection Method Using Data Mining Approach

  5. Session 2a: Neural Networks (2)

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      Pages 87-96

      Neural Representation of a Solar Collector with Statistical Optimization of the Training Set

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      Pages 97-106

      An Experiment in Task Decomposition and Ensembling for a Modular Artificial Neural Network

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      Pages 107-117

      The Effect of Deterministic and Stochastic VTG Schemes on the Application of Backpropagation to Multivariate Time Series Prediction

  6. Session 2b: Bioinformatics (2)

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      Pages 118-127

      Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective

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      Pages 128-137

      Cell Modeling Using Agent-Based Formalisms

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      Pages 138-143

      Computational Identification of RNA Motifs in Genome Sequences

  7. Session 2c: General Applications

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      Pages 144-153

      An Extensible Framework for Knowledge-Based Multimedia Adaptation

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      Pages 154-163

      Methods for Reducing the Number of Representatives in Representation Choice Tasks

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      Pages 164-169

      Incremental Maintenance of All-Nearest Neighbors Based on Road Network

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      Pages 170-175

      Knowledge Intensive Interpretation of Signal Data

  8. Session 3a: Autonomous Agents (1)

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      Pages 176-187

      Coalition Formation among Agents in Complex Problems Based on a Combinatorial Auction Perspective

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