Fuzzy Classifier Design

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.

שנה

2000

שפה

English

סדרה

Studies in Fuzziness and Soft Computing -- 49

הוצאה

Physica-Verlag HD

מהדורות

1

עמודים

315

ISBN

9783790824728

מקור הנתונים: Wikidata