Hybrid intelligent systems for pattern recognition using soft computing : an evolutionary approach for neural networks and fuzzy systems / Patricia Melin, Oscar Castillo
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
Summary
"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."--Jacket
Bibliography
Includes bibliographical references (pages 257-268) and index
