Title :
On the principles of fuzzy classification
Author :
Amo, A. Del ; Montero, J. ; Cutello, V.
Author_Institution :
Fac. of Math., Complutense Univ., Madrid, Spain
Abstract :
In this paper we analyze the concept of fuzzy partition, starting from the classical key definition given by E.H. Ruspini (1969). Our main claim is that such a definition is too restrictive, since it assumes a particular set of classes that in practice may be reached only after a long learning process. As a consequence, some principles to be taken into account in fuzzy classification methods are discussed
Keywords :
fuzzy logic; image classification; fuzzy classification; fuzzy partition; Centralized control; Fuzzy set theory; Fuzzy sets; Mathematics; Proposals;
Conference_Titel :
Fuzzy Information Processing Society, 1999. NAFIPS. 18th International Conference of the North American
Conference_Location :
New York, NY
Print_ISBN :
0-7803-5211-4
DOI :
10.1109/NAFIPS.1999.781779
