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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Bibliographic Details
Main Author: Silvestre, Cláudia (author)
Other Authors: Cardoso, Margarida (author), Figueiredo, Mário (author)
Format: conferenceObject
Language:eng
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10400.21/7688
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/7688