Aida Vitória, Andrzej Szałas, Jan Małuszyński:

*Four-valued Extension of Rough Sets.*

Complete Text [.pdf, 158KB]

In: Proceedings of Third International Conference on Rough Sets and Knowledge Technology (RSKT 2008), Chengdu, China (17th - 19th May 2008), LNCS 5009, 106-114, May 2008

© Springer

Abstract

Rough set approximations of Pawlak [15] are sometimes generalized by using similarities between objects rather than elementary sets. In practical applications, both knowledge about properties of objects and knowledge of similarity between objects can be incomplete and inconsistent. The aim of this paper is to define set approximations when all sets, and their approximations, as well as similarity relations are four-valued. A set is four-valued in the sense that its membership function can have one of the four logical values: unknown (u), false (f), inconsistent (i), or true (t). To this end, a new implication operator and set-theoretical operations on four-valued sets, such as set containment, are introduced. Several properties of lower and upper approximations of four-valued sets are also presented.

URL:

http://rewerse.net/publications/rewerse-publications.html#REWERSE-RP-2008-013

BibTeX:

@inproceedings{REWERSE-RP-2008-013, author = {Aida Vitória and Andrzej Sza\las and Jan Ma\luszyński}, title = {Four-valued Extension of Rough Sets}, booktitle = {Proceedings of Third International Conference on Rough Sets and Knowledge Technology, Chengdu, China (17th--19th May 2008)}, year = {2008}, volume = {5009}, series = {LNCS}, pages = {106--114}, url = {http://rewerse.net/publications/rewerse-publications.html#REWERSE-RP-2008-013} }