DocumentCode
2419632
Title
A Similarity Measure between Type-2 Fuzzy Sets with Its Application to Clustering
Author
Lin, Der-Chen ; Yang, Miin-Shen
Author_Institution
Chung Yuan Christian Univ., Chungli
Volume
1
fYear
2007
fDate
24-27 Aug. 2007
Firstpage
726
Lastpage
731
Abstract
In this paper we propose a new similarity measure between type-2 fuzzy sets with its property. We also combine the proposed similarity measures with Yang and Shih´s algorithm as a clustering method for type-2 fuzzy data. According to different sigma-level, these clustering results consist of a usefully hierarchical tree.
Keywords
fuzzy set theory; pattern clustering; trees (mathematics); clustering method; hierarchical tree; similarity measure; type-2 fuzzy sets; Clustering algorithms; Clustering methods; Decision making; Fuzzy control; Fuzzy sets; Mathematics; Pattern recognition; Signal processing; Signal processing algorithms; Speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2874-8
Type
conf
DOI
10.1109/FSKD.2007.123
Filename
4406019
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