Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems

by Patricia Melin and Oscar Castillo

Book Overview

Introduction to Pattern Recognition with Intelligent Systems.- Type-1 Fuzzy Logic.- Type-2 Fuzzy Logic and Intuitionistic Fuzzy Logic.- Supervised Neural Networks.- Unsupervised Neural Networks.- Modular Neural Networks.- Evolutionary Computing for Architecture Optimization.- Clustering with Intelligent Techniques.- Face Recognition with Modular Neural Networks and Fuzzy Measures.- Fingerprint Recognition with Modular Neural Networks and Fuzzy Measures.- Voice Recognition with Neural Networks and Genetic Algorithms.- Human Recognition Using Face, Fingerprint and Voice.

• Format: Paperback
• Language: English
• ISBN: 364206325X
• ISBN13: 9783642063251
• Release Date: November 2010
• Publisher: Springer
• Length: 272 Pages
• Weight: 0.90 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"