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The global Minmax k-means algorithm

The global k-means algorithm is an incremental approach to clustering that dynamically adds one cluster center at a time through a deterministic global search procedure from suitable initial positions, and employs k-means to minimize the sum of the intra-cluster variances. However the global k-means...

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Detalles Bibliográficos
Autores principales: Wang, Xiaoyan, Bai, Yanping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5039165/
https://www.ncbi.nlm.nih.gov/pubmed/27733969
http://dx.doi.org/10.1186/s40064-016-3329-4