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...

ver descrição completa

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: conferenceObject
Idioma:eng
Publicado em: 2016
Assuntos:
Clustering algorithm
Clustering ensembles
Probabilistic modeling
Evidence accumulation clustering
Prior knowledge
Texto completo:http://hdl.handle.net/10400.21/6104
País:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/6104

Texto Completo

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

Registos relacionados