Particle Swarm Clustering in clustering ensembles: Exploiting pruning and alignment free consensus

A clustering ensemble combines in a consensus function the partitions generated by a set of independent base clusterers. In this study both the employment of particle swarm clustering (PSC) and ensemble pruning (i.e., selective reduction of base partitions) using evolutionary techniques in the desig...

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Detalhes bibliográficos
Autor principal: Valente de Oliveira, JOSÉ (author)
Outros Autores: Szabo, Alexandre (author), de Castro, Leandro Nunes (author)
Formato: article
Idioma:eng
Publicado em: 2019
Assuntos:
Texto completo:http://hdl.handle.net/10400.1/13114
País:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/13114