Title :
Fuzzy rough sets: beyond the obvious
Author :
De Cock, Martine ; Cornelis, Chris ; Kerre, Etienne
Author_Institution :
Dept. of Appl. Mathematics & Comput. Sci., Ghent Univ., Gent, Belgium
Abstract :
Rough set theory was introduced in 1982. Soon it was combined with fuzzy set theory, giving rise to a hybrid model, involving fuzzy sets and fuzzy relations, which appears to be a natural, elegant generalization. In this paper we reveal that in the fuzzification process an important step seems to be overlooked. The most fascinating part is that this forgotten step arises from the true essence of fuzzy set theory: namely, that an element can belong to a given degree to more than one fuzzy set at the same time.
Keywords :
fuzzy set theory; rough set theory; fuzzification process; fuzzy set theory; rough set theory; Computer science; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Information systems; Mathematical model; Mathematics; Rough sets; Set theory; Uncertainty;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375697