Soft Computing for Recognition Based on Biometrics

Editors:

ISBN: 978-3-642-15110-1 (Print) 978-3-642-15111-8 (Online)

Table of contents (27 chapters)

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  1. Front Matter

    Pages -

  2. Classification Algorithms and Applications

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-18

      Soft Computing Approaches to the Problem of Infant Cry Classification with Diagnostic Purposes

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      Book Chapter

      Pages 19-35

      Neural Networks and SVM-Based Classification of Leukocytes Using the Morphological Pattern Spectrum

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      Book Chapter

      Pages 37-55

      Hybrid System for Cardiac Arrhythmia Classification with Fuzzy K-Nearest Neighbors and Neural Networks Combined by a Fuzzy Inference System

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      Book Chapter

      Pages 57-72

      A Comparative Study of Blog Comments Spam Filtering with Machine Learning Techniques

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      Book Chapter

      Pages 73-82

      Distributed Implementation of an Intelligent Data Classifier

  3. Pattern Recognition

    1. Front Matter

      Pages 83-83

    2. No Access

      Book Chapter

      Pages 85-102

      Modular Neural Network with Fuzzy Integration and Its Optimization Using Genetic Algorithms for Human Recognition Based on Iris, Ear and Voice Biometrics

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      Book Chapter

      Pages 103-120

      Comparative Study of Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions

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      Book Chapter

      Pages 121-135

      Modular Neural Network for Human Recognition from Ear Images Using Wavelets

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      Book Chapter

      Pages 137-153

      Modular Neural Networks for Person Recognition Using the Contour Segmentation of the Human Iris Biometric Measurement

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      Book Chapter

      Pages 155-169

      Real Time Face Identification Using a Neural Network Approach

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      Book Chapter

      Pages 171-188

      Comparative Study of Feature Extraction Methods of Fuzzy Logic Type 1 and Type-2 for Pattern Recognition System Based on the Mean Pixels

  4. Optimization Methods

    1. Front Matter

      Pages 189-189

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      Book Chapter

      Pages 191-206

      Application of the Bee Swarm Optimization BSO to the Knapsack Problem

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      Book Chapter

      Pages 207-224

      An Approach Based on Neural Networks for Gas Lift Optimization

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      Book Chapter

      Pages 225-243

      A New Evolutionary Method with Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Systems to Dynamically Parameter Adaptation

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      Book Chapter

      Pages 245-265

      Local Survival Rule for Steer an Adaptive Ant-Colony Algorithm in Complex Systems

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      Book Chapter

      Pages 267-276

      Using Consecutive Swaps to Explore the Insertion Neighborhood in Tabu Search Solution of the Linear Ordering Problem

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      Book Chapter

      Pages 277-283

      A New Optimization Method Based on a Paradigm Inspired by Nature

  5. Theory and Algorithms

    1. Front Matter

      Pages 285-285

    2. No Access

      Book Chapter

      Pages 287-302

      Improvement of the Backpropagation Algorithm Using (1+1) Evolutionary Strategies

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      Book Chapter

      Pages 303-315

      Parallel Genetic Algorithms for Architecture Optimization of Neural Networks for Pattern Recognition

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      Book Chapter

      Pages 317-331

      Scene Recognition Based on Fusion of Color and Corner Features

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