Pattern Classification: Neuro-fuzzy Methods and Their Comparison

Pattern Classification: Neuro-fuzzy Methods and Their Comparison

by Shigeo Abe
     
 

This book provides a unified approach for developing a fuzzy classifier and explains the advantages and disadvantages of different classifiers through extensive performance evaluation of real data sets. It thus offers new learning paradigms for analyzing neural networks and fuzzy systems, while training fuzzy classifiers. Function approximation is also treated and…  See more details below

Overview

This book provides a unified approach for developing a fuzzy classifier and explains the advantages and disadvantages of different classifiers through extensive performance evaluation of real data sets. It thus offers new learning paradigms for analyzing neural networks and fuzzy systems, while training fuzzy classifiers. Function approximation is also treated and function approximators are compared.

Product Details

ISBN-13:
9781447110774
Publisher:
Springer London
Publication date:
10/04/2012
Edition description:
Softcover reprint of the original 1st ed. 2001
Pages:
327
Product dimensions:
6.14(w) x 9.21(h) x 0.73(d)

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