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...
Main Author: | |
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Other Authors: | , |
Format: | conferenceObject |
Language: | eng |
Published: |
2017
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Subjects: | |
Online Access: | http://hdl.handle.net/10400.21/7688 |
Country: | Portugal |
Oai: | oai:repositorio.ipl.pt:10400.21/7688 |