A Validity Index for Fuzzy Clustering Based on Bipartite Modularity

Because traditional fuzzy clustering validity indices need to specify the number of clusters and are sensitive to noise data, we propose a validity index for fuzzy clustering, named CSBM (compactness separateness bipartite modularity), based on bipartite modularity. CSBM enhances the robustness by c...

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Bibliographic Details
Main Authors: Yongli Liu, Xiaoyang Zhang, Jingli Chen, Hao Chao
Format: Article
Language:English
Published: Wiley 2019-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2019/2719617
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