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A New Validity Index Based on Fuzzy Energy and Fuzzy Entropy Measures in Fuzzy Clustering Problems

Two well-known drawbacks in fuzzy clustering are the requirement of assigning in advance the number of clusters and random initialization of cluster centers. The quality of the final fuzzy clusters depends heavily on the initial choice of the number of clusters and the initialization of the clusters...

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Detalles Bibliográficos
Autores principales: Martino, Ferdinando Di, Sessa, Salvatore
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712182/
https://www.ncbi.nlm.nih.gov/pubmed/33286968
http://dx.doi.org/10.3390/e22111200

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