In this paper it is pointed out that a classification is always made taking into account all the available classes, i.e., by means of a classification system. The approach presented in this paper generalizes the classical definition of fuzzy partition as defined by Ruspini, which is now conceived as a quite often desirable objective that can be usually obtained only after a long learning process. In addition, our model allows the evaluation of the resulting classification, according to several indexes related to covering, relevance and overlapping.
|Titolo:||Fuzzy classification systems|
|Autori interni:||CUTELLO, Vincenzo|
|Data di pubblicazione:||2004|
|Rivista:||EUROPEAN JOURNAL OF OPERATIONAL RESEARCH|
|Appare nelle tipologie:||1.1 Articolo in rivista|