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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Bibliographic Details
Main Author: Lourenço, André Ribeiro (author)
Other Authors: Bulo, Samuel Rota (author), Rebagliati, Nicola (author), Fred, Ana (author), Figueiredo, Mário (author), Pelillo, Marcello (author)
Format: article
Language:eng
Published: 2016
Subjects:
Consensus clustering
Evidence Accumulation
Ensemble clustering
Bregman divergence
Online Access:http://hdl.handle.net/10400.21/5750
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/5750

Internet

http://hdl.handle.net/10400.21/5750

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