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Fuzzy Classifier Design by Ludmila I. Kuncheva β€” book cover
Mathematics, Set Theory

Fuzzy Classifier Design

by Ludmila I. Kuncheva
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Synopsis

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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Book Details

Published
April 1, 2000
Publisher
Springer-Verlag New York, LLC
Format
Hardcover
ISBN
9783790812985

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