Probabilistic consensus clustering using evidence accumulation

Clustering ensemble methods produce a consensus partition of a set of data points by combining the results of a collection of base clustering algorithms. In the evidence accumulation clustering (EAC) paradigm, the clustering ensemble is transformed into a pairwise co-association matrix, thus avoidin...

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Detalhes bibliográficos
Autor principal: Lourenço, André Ribeiro (author)
Outros Autores: Bulo, Samuel Rota (author), Rebagliati, Nicola (author), Fred, Ana (author), Figueiredo, Mário (author), Pelillo, Marcello (author)
Formato: article
Idioma:eng
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/10400.21/5750
País:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/5750