Items related to Fuzzy Classifier Design: 49 (Studies in Fuzziness and...

Fuzzy Classifier Design: 49 (Studies in Fuzziness and Soft Computing) - Softcover

Kuncheva, Ludmila I. I.

 
9783790824728: Fuzzy Classifier Design: 49 (Studies in Fuzziness and Soft Computing)

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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