Hybrid intelligent systems for pattern recognition using soft computing : an evolutionary approach for neural networks and fuzzy systems /

Hybrid intelligent systems for pattern recognition using soft computing : an evolutionary approach for neural networks and fuzzy systems /

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Bibliographic Details
Author / Creator:	Melin, Patricia, 1962-
Imprint:	Berlin ; New York : Springer, ©2005.
Description:	1 online resource (xiv, 272 pages) : illustrations.
Language:	English
Series:	Studies in fuzziness and soft computing, 1434-9922 ; v. 172 Studies in fuzziness and soft computing ; v. 172.
Subject:	Pattern recognition systems. Soft computing. Pattern recognition systems. Soft computing.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11066826

Hidden Bibliographic Details
Other authors / contributors:	Castillo, Oscar, 1959-
ISBN:	9783540323785 3540323783 3540241213 9783540241218
Notes:	Includes bibliographical references (pages 257-268) and index. Print version record.
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.
Other form:	Print version: Melin, Patricia, 1962- Hybrid intelligent systems for pattern recognition using soft computing. Berlin ; New York : Springer, ©2005 3540241213 9783540241218

Table of Contents:

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.