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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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Bibliografiske detaljer
Udgivet i:Entropy (Basel)
Main Authors: Martino, Ferdinando Di, Sessa, Salvatore
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7712182/
https://ncbi.nlm.nih.gov/pubmed/33286968
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22111200
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