DocumentCode :
1336286
Title :
A generalized definition of rough approximations based on similarity
Author :
Slowinski, Roman ; Vanderpooten, Daniel
Author_Institution :
Politech. Poznanska Inst., Poznan, Poland
Volume :
12
Issue :
2
fYear :
2000
Firstpage :
331
Lastpage :
336
Abstract :
This paper proposes new definitions of lower and upper approximations, which are basic concepts of the rough set theory. These definitions follow naturally from the concept of ambiguity introduced in this paper. The new definitions are compared to the classical definitions and are shown to be more general, in the sense that they are the only ones which can be used for any type of indiscernibility or similarity relation
Keywords :
rough set theory; ambiguity; indiscernibility relation; lower approximations; rough approximations; rough set theory; similarity relation; upper approximations; Data analysis; Fuzzy set theory; Set theory; Uncertainty;
fLanguage :
English
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1041-4347
Type :
jour
DOI :
10.1109/69.842271
Filename :
842271
Link To Document :
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