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Hybrid Information Systems

  • Conference proceedings
  • © 2002

Overview

Editors:
  1. Ajith Abraham

    1. School of Computing and Information Technology, Monash University, Churchill, Australia

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  2. Mario Köppen

    1. Department of Pattern Recognition, Fraunhofer IPK Berlin, Berlin, Germany

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Advances in Intelligent and Soft Computing (AINSC, volume 14)

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Table of contents (52 papers)

  1. Front Matter

    Pages I-XVIII
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  2. Neural Networks and Applications

    1. A Full Explanation Facility for a MLP Network that Classifies Low-Back-Pain Patients and for Predicting its Reliability

      • M. L. Vaughn, S. J. Cavill, S. J. Taylor, M. A. Foy, A. J. B. Fogg
      Pages 1-17

    2. Use of Multi-category Proximal SVM for Data Set Reduction

      • S. V. N. Vishwanathan, M. Narasimha Murty
      Pages 19-24

    3. Neural Techniques in Logo Recognition

      • Vaijayanti Joshi, Lakhmi C. Jain, Udo Seiffert, Kathleen Zyga, Richard Price, Friedrich Leisch
      Pages 25-32

    4. Motion Detection Using Cellular Neural Network

      • S. Belkasim, O. Basir
      Pages 33-44

    5. Speech Separation Based on Higher Order Statistics Using Recurrent Neural Networks

      • Yan Li, David M. W. Powers
      Pages 45-55

    6. Speaker Recognition Using Radial Basis Function Neural Networks

      • Deng Jianping, Ronda Venkateswarlu
      Pages 57-64

    7. A Multifaceted Investigation into Speech Reading

      • Trent W. Lewis, David M. W. Powers
      Pages 65-78

    8. Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach

      • Gleb Beliakov, Ajith Abraham
      Pages 79-92

    9. AppART: An ART Hybrid Stable Learning Neural Network for Universal Function Approximation

      • Luis Martí, Alberto Policriti, Luciano García
      Pages 93-119

    10. Monitoring System Security Using Neural Networks and Support Vector Machines

      • S. Mukkamala, G. Janoski, A. Sung
      Pages 121-137

    11. A Hybrid Detection and Classification System for Human Motion Analysis

      • Ken Tabb, Neil Davey, Rod Adams, Stella George
      Pages 139-157

    12. Integrated Technique with Neurocomputing for Temporal Video Segmentation

      • Golam Sorwar, Laurence Dooley, Manzur Murshed
      Pages 159-167

    13. Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing Map

      • Kate A. Smith, Frederick Woo, Vic Ciesielski, Remzi Ibrahim
      Pages 169-179

    14. Perceptual Grouping of Contours via Gated Diffusion of Boundary Signals

      • Zorica Nedic, Peter Lozo, Lakhmi C. Jain
      Pages 181-193

  3. Fuzzy Logic and Applications

    1. Fusion of Fuzzy System and Conventional Technique to Evaluate Weather and Terrain Effects on the Vehicle Operations

      • A. Pradhan, L. C. Jain, A. Filippidis, F. Leisch
      Pages 195-206

    2. Soft Computing for Developing Short Term Load Forecasting Models in Czech Republic

      • Muhammad Riaz Khan, Ajith Abraham, Čestmír Ondrůšek
      Pages 207-221

    3. An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative

      • Musa A. Mamedov, John Yearwood
      Pages 223-235

    4. Adaptive Database Learning in Decision Support Systems Using Evolutionary Fuzzy Systems: A Generic Framework

      • Cong Tran, Lakhmi C. Jain, Ajith Abraham
      Pages 237-251

    5. Histogram-Based Fuzzy Clustering and Its Comparison to Fuzzy C-Means Clustering in One-Dimensional Data

      • A. Chong, T. D. Gedeon, K. W. Wong
      Pages 253-267
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Keywords

About this book

Hybrid intelligent systems are becoming a very important problem-solving methodology affecting researchers and practitioners in areas ranging from science and technology to business and commerce. This volume focuses on the hybridization of different soft computing technologies and their interactions with hard computing techniques, other intelligent computing frameworks, and agents. Topics covered include: genetic-neurocomputing, neuro-fuzzy systems, genetic-fuzzy systems, genetic-fuzzy neurocomputing, hybrid optimization techniques, interaction with intelligent agents, fusion of soft computing and hard computing techniques, other intelligent systems and hybrid systems applications. The different contributions were presented at the first international workshop on hybrid intelligent systems (HIS1) in Adelaide, Australia.

Editors and Affiliations

  • School of Computing and Information Technology, Monash University, Churchill, Australia

    Ajith Abraham

  • Department of Pattern Recognition, Fraunhofer IPK Berlin, Berlin, Germany

    Mario Köppen

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