DocumentCode
1937406
Title
Granular Computing Based on Fuzzy Similarity Relations
Author
Chen, De-Gang ; Liu, Jian-Qi ; Tsang, Eric C C
Author_Institution
North China Electr. Power Univ., Beijing
Volume
7
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
3667
Lastpage
3671
Abstract
In this paper, we propose the class of granular fuzzy sets related to a fuzzy relation by constructive approach, relationship between special granular fuzzy sets and special fuzzy relations is also presented. As application of granular fuzzy sets, we describe the granular structure of approximation operators in fuzzy rough sets.
Keywords
approximation theory; fuzzy set theory; approximation operator; fuzzy set theory; fuzzy similarity relation; granular computing; Clustering algorithms; Cybernetics; Fuzzy set theory; Fuzzy sets; Machine learning; Mathematics; Partitioning algorithms; Physics; Rough sets; Set theory; Fuzzy relation; Fuzzy rough sets; Granular fuzzy sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370784
Filename
4370784
Link To Document