Title :
A generalized definition of rough approximations based on similarity
Author :
Slowinski, Roman ; Vanderpooten, Daniel
Author_Institution :
Politech. Poznanska Inst., Poznan, Poland
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;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on