Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing

An Evolutionary Approach for Neural Networks and Fuzzy Systems

By: Patricia Melin, Oscar Castillo

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Hardcover | 1 April 2005

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Hardcover
296 Pages

Dimensions(cm)
23.5 x 15.88 x 1.91

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This monograph describes new methods for intelligent pattern recognition using soft computing techniques including neural networks, fuzzy logic, and genetic algorithms. Hybrid intelligent systems that combine several soft computing techniques are needed due to the complexity of pattern recognition problems. Hybrid intelligent systems can have different architectures, which have an impact on the efficiency and accuracy of pattern recognition systems, to achieve the ultimate goal of pattern recognition. This book also shows results of the application of hybrid intelligent systems to real-world problems of face, fingerprint, and voice recognition. This monograph is intended to be a major reference for scientists and engineers applying new computational and mathematical tools to intelligent pattern recognition and can be also used as a textbook for graduate courses in soft computing, intelligent pattern recognition, computer vision, or applied artificial intelligence.

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Introduction to pattern recognition with intelligent systems	p. 1
Type-1 fuzzy logic	p. 7
Intuitionistic and type-2 fuzzy logic	p. 33
Supervised learning neural networks	p. 55
Unsupervised learning neural networks	p. 85
Modular neural networks	p. 109
Evolutionary computing for architecture optimization	p. 131
Clustering with intelligent techniques	p. 169
Face recognition with modular neural networks and fuzzy measures	p. 185
Fingerprint recognition with modular neural networks and fuzzy measures	p. 207
Voice recognition with neural networks, fuzzy logic and genetic algorithms	p. 223
Human recognition using face, fingerprint and voice	p. 241
Table of Contents provided by Blackwell. All Rights Reserved.

Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing

An Evolutionary Approach for Neural Networks and Fuzzy Systems

At a Glance

Hardcover

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How to return your order

Defective items

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