A MAP approach to evidence accumulation clustering

The Evidence Accumulation Clustering (EAC) paradigm is a clustering ensemble method which derives a consensus partition from a collection of base clusterings obtained using different algorithms. It collects from the partitions in the ensemble a set of pairwise observations about the co-occurrence of...

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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: conferenceObject
Language:eng
Published: 2016
Subjects:
Clustering algorithm
Clustering ensembles
Probabilistic modeling
Evidence accumulation clustering
Prior knowledge
Online Access:http://hdl.handle.net/10400.21/6104
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/6104

Internet

http://hdl.handle.net/10400.21/6104

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