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
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;
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
DOI :
10.1109/ICMLC.2007.4370784
