Model selection in discrete clustering: the EM-MML algorithm

Finite mixture models are widely used for cluster analysis in several areas of application. They are commonly estimated through likelihood maximization (using diverse variants of the expectation-maximization algorithm) and the number of components (or clusters) is determined resorting to information...

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Detalhes bibliográficos
Autor principal: Silvestre, Cláudia (author)
Outros Autores: Cardoso, Margarida (author), Figueiredo, Mário (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2017
Assuntos:
Texto completo:http://hdl.handle.net/10400.21/7688
País:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/7688