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