A Generalization of Gustafson-Kessel Algorithm Using a New Constraint Parameter

Abstract

In this paper one presents a new fuzzy clustering algorithm based on a dissimilarity function determined by three parameters. This algorithm can be considered a generalization of the Gustafson-Kessel algorithm for fuzzy clustering.

arXiv commentProceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, pp. 1250-1255, Barcelona, Spain, September 7-9, 2005