R package evclust: Evidential Clustering. Various clustering algorithms that produce a credal partition, i.e., a set of Dempster-Shafer mass functions representing the membership of objects to clusters. The mass functions quantify the cluster-membership uncertainty of the objects. The algorithms are: Evidential c-Means (ECM), Relational Evidential c-Means (RECM), Constrained Evidential c-Means (CECM), EVCLUS and EK-NNclus.
Keywords for this software
References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Zhou, Kuang; Martin, Arnaud; Pan, Quan; Liu, Zhunga: SELP: semi-supervised evidential label propagation algorithm for graph data clustering (2018)
- Masson, Marie-Hélène; Denœux, T.: ECM: An evidential version of the fuzzy $c$-means algorithm (2008)