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Evidence accumulation clustering using combinations of features

Evidence accumulation clustering (EAC) is an ensemble clustering algorithm that can cluster data for arbitrary shapes and numbers of clusters. Here, we present a variant of EAC in which we aimed to better cluster data with a large number of features, many of which may be uninformative. Our new metho...

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Detalles Bibliográficos
Autores principales: Wong, William, Tsuchiya, Naotsugu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7251952/
https://www.ncbi.nlm.nih.gov/pubmed/32477894
http://dx.doi.org/10.1016/j.mex.2020.100916