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Fuzzy Classifier Design (Studies in Fuzziness and Soft Computing)
Fuzzy Classifier Design - Studies in Fuzziness and Soft Computing Author:Ludmila I. Kuncheva 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-ba... more »sed designs, etc. A chapter on multiple classifier combination discusses fuzzy and non-fuzzy models for fusion and selection.« less