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en:software:ecm [2007/10/05 14:55] tdenoeuxen:software:ecm [2008/07/16 22:03] tdenoeux
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 +====== Evidential c-means ======
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 +A variant of the classical fuzzy c-means in the belief function framework. It is based on the concept of credal partition, extending those of hard, fuzzy and possibilistic ones. To derive such a structure, a suitable objective function is minimized using an alternating optimization algorithm similar to the fuzzy or possibilistic c-means algorithms. The method is described in:
 +
 +M.-H. Masson and T. Denoeux. ECM: An evidential version of the fuzzy c-means algorithm. Pattern Recognition, Vol. 41, pages 1384– 1397, 2008. {{en:revues:ecm.pdf|pdf}}
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 +[[http://www.hds.utc.fr/~tdenoeux/software/ecm/|Download]]
 +
  

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