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- W2477648062 abstract "In evidential clustering, uncertaintyDenoeux, Thierry about the assignment of objectsKanjanatarakul, Orakanya to clusters is represented by Dempster-Shafer mass functions. The resulting clustering structure, called a credal partition, is shown to be more general than hard, fuzzy, possibility and rough partitions, which are recovered as special cases. Different algorithms to generate a credal partition are reviewed. We also describe different ways in which a credal partition, such as produced by the EVCLUS or ECM algorithms, can be summarized into any of the simpler clustering structures." @default.
- W2477648062 created "2016-08-23" @default.
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- W2477648062 date "2016-07-30" @default.
- W2477648062 modified "2023-09-25" @default.
- W2477648062 title "Beyond Fuzzy, Possibilistic and Rough: An Investigation of Belief Functions in Clustering" @default.
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- W2477648062 doi "https://doi.org/10.1007/978-3-319-42972-4_20" @default.
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