Títol | On the consistency of a Fuzzy C-Means Algorithm for Multisets |
Publication Type | Book Chapter |
Year of Publication | 2005 |
Authors | Torra V, Miyamoto S |
Editor | B. López etal. |
Book Title | Artificial Intelligence Research and Development. Frontiers in Artificial Intelligence and applications. |
Paginació | 289 - 295 |
Editor | IOS 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. |