UMR CNRS 7253

Thierry Denoeux
Thierry Denoeux
Thierry Denoeux
Thierry Denoeux
Thierry Denoeux

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en:software:evclus

EVCLUS: EVidential CLUStering of proximity data

A method for clustering proximity data, based on belief functions. The method generates a credal partition, which generalizes the concepts of hard, fuzzy and possibilistic partitions. The method is described in:

M. Masson and T. Denoeux. Clustering of proximity data using belief functions. Proceedings of IPMU'2002, Vol I, pages 609-616, Annecy, France, July 2002. postscript

T. Denoeux and M. Masson. EVCLUS: Evidential Clustering of Proximity Data. IEEE Transactions on Systems, Man and Cybernetics B, Vol. 34, Issue 1, 95-109, 2004. pdf

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