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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Bibliographic Details
Main Author: Valente de Oliveira, JOSÉ (author)
Other Authors: Szabo, Alexandre (author), de Castro, Leandro Nunes (author)
Format: article
Language:eng
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10400.1/13114
Country:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/13114