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Fuzzy Classifier Design

Name: Fuzzy Classifier Design
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01738141
Price: 64121 HUF
Availability: InStock
Author: Ludmila I. Kuncheva
ISBN: 9783790824728

Ludmila I. Kuncheva

Language

English

Book Paperback

Libristo code: 01738141

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, October 2010

This book about fuzzy classifier design briefly introduces the fundamentals of supervised pattern re... Full description

Libristo code: 01738141

437 b

64 121 Ft

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This book about fuzzy classifier design briefly introduces the fundamentals of supervised pattern recognition and fuzzy set theory. Fuzzy if-then classifiers are defined and some theoretical properties thereof are studied. Popular training algorithms are detailed. Non if-then fuzzy classifiers include relational, k-nearest neighbor, prototype-based designs, etc. A chapter on multiple classifier combination discusses fuzzy and non-fuzzy models for fusion and selection.