Journal
INFORMATION SCIENCES
Volume 170, Issue 2-4, Pages 409-418Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.ins.2004.02.027
Keywords
type-II fuzzy sets; intuitionistic fuzzy sets; type-II similarity measures; pattern recognition; radiographic testing
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Type II fuzzy sets are a generalization of the ordinary fuzzy sets in which the membership value for each member of the set is itself a fuzzy set in [0, 1]. We introduce a similarity measure for measuring the similarity, or compatibility, between two type-II fuzzy sets. With this new similarity measure we show that type-II fuzzy sets provide us with a natural language for formulating classification problems in pattern recognition. (C) 2004 Elsevier Inc. All rights reserved.
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