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, Relational Evidential c-Means, Constrained Evidential c-Means, Evidential Clustering, Constrained Evidential Clustering, Evidential K-nearest-neighbor-based Clustering, Bootstrap Model-Based Evidential Clustering, Belief Peak Evidential Clustering, Neural-Network-based Evidential Clustering.
Package details |
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Author | Thierry Denoeux |
Maintainer | Thierry Denoeux <tdenoeux@utc.fr> |
License | GPL-3 |
Version | 2.0.3 |
Package repository | View on CRAN |
Installation |
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