TítolOn the consistency of a Fuzzy C-Means Algorithm for Multisets
Publication TypeBook Chapter
Year of Publication2005
AuthorsTorra V, Miyamoto S
EditorB. López etal.
Book TitleArtificial Intelligence Research and Development. Frontiers in Artificial Intelligence and applications.
Paginació289 - 295
EditorIOS Press
Resum

The use of fuzzy multisets or fuzzy bags in AI applications is increasing. They are used as a tool for modeling data. In unsupervised learning, clustering methods have been succesful for a long time. In this paper we study fuzzy c-means and we compare their application to fuzzy sets and fuzzy multisets.