817510
9783790812985
Fuzzy Classifier Design
by Kuncheva, Ludmila I.
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Product details
- ISBN-13: 9783790812985
- ISBN: 3790812986
- Publisher: Springer
AUTHOR
SUMMARY
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.Kuncheva, Ludmila I. is the author of 'Fuzzy Classifier Design' with ISBN 9783790812985 and ISBN 3790812986.
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