Multi-fuzzy clustering validity index ensemble: A Dempster-Shafer theory-based parallel and series fusion

Clustering validity evaluation is a key part in clustering process. To adapt the complex data structure, the traditional fuzzy clustering validity index (FCVI) is designed more complex. The weighted combined validity evaluation method (WCVEM) is simple in structure but difficult in weight selection....

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Bibliographic Details

Published in:	Egyptian Informatics Journal
Main Authors:	Hong-Yu Wang, Jie-Sheng Wang, Guan Wang
Format:	Article
Language:	English
Published:	Elsevier 2023-12-01
Subjects:	Fuzzy clustering validity index Information ensemble Fuzzy clustering algorithms D-S evidence theory Parallel and serial ensemble
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110866523000737