Differences

This shows you the differences between two versions of the page.

--- en:software:ecm [2007/10/05 14:50] – tdenoeux
+++ en:software:ecm [2011/07/07 12:04] (current) – tdenoeux
@@ Line 1: / Line 1: @@
+====== Evidential c-means ======
+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}}
+{{en:software:ecm.zip|Download}}

UMR CNRS 7253