Hybrid Information Systems

Editors:

ISBN: 978-3-7908-1480-4 (Print) 978-3-7908-1782-9 (Online)

Table of contents (52 chapters)

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  1. Front Matter

    Pages I-XVIII

  2. Neural Networks and Applications

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      Pages 1-17

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

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      Pages 19-24

      Use of Multi-category Proximal SVM for Data Set Reduction

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      Pages 25-32

      Neural Techniques in Logo Recognition

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      Pages 33-44

      Motion Detection Using Cellular Neural Network

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      Pages 45-55

      Speech Separation Based on Higher Order Statistics Using Recurrent Neural Networks

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      Pages 57-64

      Speaker Recognition Using Radial Basis Function Neural Networks

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      Pages 65-78

      A Multifaceted Investigation into Speech Reading

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      Pages 79-92

      Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach

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      Pages 93-119

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

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      Pages 121-137

      Monitoring System Security Using Neural Networks and Support Vector Machines

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      Pages 139-157

      A Hybrid Detection and Classification System for Human Motion Analysis

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      Pages 159-167

      Integrated Technique with Neurocomputing for Temporal Video Segmentation

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      Pages 169-179

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

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      Pages 181-193

      Perceptual Grouping of Contours via Gated Diffusion of Boundary Signals

  3. Fuzzy Logic and Applications

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      Pages 195-206

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

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      Pages 207-221

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

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      Pages 223-235

      An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative

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      Pages 237-251

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

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      Pages 253-267

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

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      Book Chapter

      Pages 269-283

      Optimizing Linear Programming Technique Using Fuzzy Logic

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