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An Extended Affinity Propagation Clustering Method Based on Different Data Density Types

Affinity propagation (AP) algorithm, as a novel clustering method, does not require the users to specify the initial cluster centers in advance, which regards all data points as potential exemplars (cluster centers) equally and groups the clusters totally by the similar degree among the data points....

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Detalles Bibliográficos
Autores principales: Zhao, XiuLi, Xu, WeiXiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4317584/
https://www.ncbi.nlm.nih.gov/pubmed/25685144
http://dx.doi.org/10.1155/2015/828057