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Fuzzy Classifier Design (Studies in Fuzziness and Soft Computing) (Hardcover)

by Ludmila I. Kuncheva (Author)

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Product details

Hardcover: 315 pages
Publisher: Physica-Verlag Heidelberg (26 April 2000)
Language English
ISBN-10: 3790812986
ISBN-13: 978-3790812985
Product Dimensions: 23.6 x 15.7 x 2.3 cm
Average Customer Review: No customer reviews yet. Be the first.
Amazon.co.uk Sales Rank: 2,967,008 in Books (See Bestsellers in Books)

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Product Description

Product Description
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.

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