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Neuro-Fuzzy Pattern Recogn[i]tion

Name: Neuro-Fuzzy Pattern Recogn[i]tion
Author: Sankar K. Pal,Sushmita Mitra
ISBN: 9780471348443

by Sankar K. Pal, Sushmita Mitra

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Overview

The authors consolidate a wealth of information previously scattered in disparate articles, journals, and edited volumes, explaining both the theory of neuro-fuzzy computing and the latest methodologies for performing different pattern recognition tasks in the neuro-fuzzy network - classification, feature evaluation, rule generation, knowledge extraction, and hybridization. Special emphasis is given to the integration of neuro-fuzzy methods with rough sets and genetic algorithms (GAs) to ensure more efficient recognition systems.

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Editorials

IEEE

...recommended as an important extension of the literature of researchers and practitioners in pattern recognition.

SciTech Book News

Pal and Mitra have consolidated their previously published work to explain both the theory and latest methodologies of the field.

Booknews

Pal and Mitra (both of the Indian Statistical Institute, Calcutta<--> Pal is the founder of the Machine Intelligence Unit there) have consolidated their previously published work to explain both the theory and latest methodologies of the field. Using an application- oriented approach, particularly in speech, machine learning, medicine and forensic science, they discuss how neuro-fuzzy computing is used to perform different pattern recognition tasks, including classification, feature evaluation, rule generation, knowledge extraction, and hybridization. Scientists and engineers, as well as graduate students with knowledge of statistics and probability theory are the intended audience. Annotation c. Book News, Inc., Portland, OR (booknews.com)