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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

  • Conference proceedings
  • © 2004

Overview

Editors:
  1. Bob Orchard

    1. Institute for Information Technology, National Research Council of Canada, Ottawa, Canada

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  2. Chunsheng Yang

    1. Institute for Information Technology, National Research Council, Canada

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  3. Moonis Ali

    1. Department of Computer Science, Texas State University-San Marcos, San Marcos, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3029)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2004.

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Table of contents (129 papers)

  1. Front Matter

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  2. Session 1a: Neural Networks (1)

    1. A Comparison of Neural Network Input Vector Selection Techniques

      • Belinda Choi, Tim Hendtlass, Kevin Bluff
      Pages 1-10

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

      • Mahdi Jalili-Kharaajoo
      Pages 11-19

    3. Knowledge Discovery Using Neural Networks

      • Khosrow Kaikhah, Sandesh Doddameti
      Pages 20-28

  3. Session 1b: Bioinformatics (1)

    1. Knowledge Discovery in Hepatitis C Virus Transgenic Mice

      • A. Fazel Famili, Junjun Ouyang, Marko Kryworuchko, Ikuri Alvarez-Maya, Brandon Smith, Francisco Diaz-Mitoma
      Pages 29-39

    2. Digital Signal Processing in Predicting Secondary Structures of Proteins

      • Debasis Mitra, Michael Smith
      Pages 40-49

    3. Predicting Protein-Protein Interactions from One Feature Using SVM

      • Yoojin Chung, Gyeong-Min Kim, Young-Sup Hwang, Hoon Park
      Pages 50-55

  4. Session 1c: Data Mining (1)

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

      • Mehmet Kaya, Reda Alhajj
      Pages 56-65

    2. OIDM: Online Interactive Data Mining

      • Qijun Chen, Xindong Wu, Xingquan Zhu
      Pages 66-76

    3. A Novel Manufacturing Defect Detection Method Using Data Mining Approach

      • Wei-Chou Chen, Shian-Shyong Tseng, Ching-Yao Wang
      Pages 77-86

  5. Session 2a: Neural Networks (2)

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

      • Luis E. Zárate, Elizabeth Marques Duarte Pereira, João Paulo D. Silva, Renato Vimeiro, Antônia Sônia Cardoso Diniz
      Pages 87-96

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

      • Brent Ferguson, Ranadhir Ghosh, John Yearwood
      Pages 97-106

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

      • Taeho Jo
      Pages 107-117

  6. Session 2b: Bioinformatics (2)

    1. Gene Discovery in Leukemia Revisited: A Computational Intelligence Perspective

      • Julio J. Valdés, Alan J. Barton
      Pages 118-127

    2. Cell Modeling Using Agent-Based Formalisms

      • Ken Webb, Tony White
      Pages 128-137

    3. Computational Identification of RNA Motifs in Genome Sequences

      • Gaurav Narale, Jacques Beaumont, Philip A. Rice, Mark E. Schmitt
      Pages 138-143

  7. Session 2c: General Applications

    1. An Extensible Framework for Knowledge-Based Multimedia Adaptation

      • Dietmar Jannach, Klaus Leopold, Hermann Hellwagner
      Pages 144-153

    2. Methods for Reducing the Number of Representatives in Representation Choice Tasks

      • N. T. Nguyen, C. Danilowicz
      Pages 154-163

    3. Incremental Maintenance of All-Nearest Neighbors Based on Road Network

      • Jun Feng, Naoto Mukai, Toyohide Watanabe
      Pages 164-169

    4. Knowledge Intensive Interpretation of Signal Data

      • Keith Mason, Catherine Howard
      Pages 170-175
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  1. Innovations in Applied Artificial Intelligence

Keywords

About this book

“Intelligent systems must perform in order to be in demand. ” Intelligent systems technology is being applied steadily in solving many day-to-day problems. Each year the list of real-world deployed applications that inconspicuously host the results of research in the area grows considerably. These applications are having a significant impact in industrial operations, in financial circles, in transportation, in education, in medicine, in consumer products, in games and elsewhere. A set of selected papers presented at the seventeenth in the series of conferences on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2004), sponsored by the International Society of Applied Intelligence, is offered in this manuscript. These papers highlight novel applications of the technology and show how new research could lead to new and innovative applications. We hope that you find these papers to be educational, useful in your own research, and stimulating. In addition, we have introduced some special sessions to emphasize a few areas of artificial intelligence (AI) that are either relatively new, have received considerable attention recently or perhaps have not yet been represented well. To this end, we have included special sessions on e-learning, bioinformatics, and human-robot interaction (HRI) to complement the usual offerings in areas such as data mining, machine learning, intelligent systems, neural networks, genetic algorithms, autonomous agents, natural language processing, intelligent user interfaces, evolutionary computing, fuzzy logic, computer vision and image processing, reasoning, heuristic search, security, Internet applications, constraint satisfaction problems, design, and expert systems.

Editors and Affiliations

  • Institute for Information Technology, National Research Council of Canada, Ottawa, Canada

    Bob Orchard

  • Institute for Information Technology, National Research Council, Canada

    Chunsheng Yang

  • Department of Computer Science, Texas State University-San Marcos, San Marcos, USA

    Moonis Ali

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