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A Fast Algorithm to Initialize Cluster Centroids in Fuzzy Clustering Applications

The goal of partitioning clustering analysis is to divide a dataset into a predetermined number of homogeneous clusters. The quality of final clusters from a prototype-based partitioning algorithm is highly affected by the initially chosen centroids. In this paper, we propose the InoFrep, a novel da...

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Main Authors: Zeynel Cebeci, Cagatay Cebeci
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2020-09-01
Colecção:Information
Assuntos:
fcm
Acesso em linha:https://www.mdpi.com/2078-2489/11/9/446
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