On The Principles Of Fuzzy Classification

In this paper we analyze the concept of fuzzy partition, starting from the classical key definition given by Ruspini. 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.