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- W3150876837 abstract "In this paper we proposed a novel fuzzy clustering algorithm, called a fuzzy compactness and separation (FCS), based on a fuzzy scatter me trix. The compactness is measured by a fuzzy within variation and the separation is measured by a fuzzy between variation. The proposed FCS objective function is a modification of the FS validity index proposed by Fnkuyama and Sugeno and also a generalization of the fuzzy c-means (FCM). The FCS algorithm assigns a hard kernel boundary for each cluster such that hard memberships and fuzzy memberships could be co-existed in the clustering results. Thus, FCS can be seen as a clustering algorithm with a novel sense between hard c-means and fuzzy c-means. Some numerical examples are demonstrated to show its properties and effectiveness." @default.
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- W3150876837 date "2003-01-01" @default.
- W3150876837 modified "2023-09-27" @default.
- W3150876837 title "A Novel Fuzzy Clustering Algorithm" @default.
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