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Constrained parsimonious model-based clustering

A new methodology for constrained parsimonious model-based clustering is introduced, where some tuning parameter allows to control the strength of these constraints. The methodology includes the 14 parsimonious models that are often applied in model-based clustering when assuming normal components a...

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Detalles Bibliográficos
Autores principales: García-Escudero, Luis A., Mayo-Iscar, Agustín, Riani, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8612396/
https://www.ncbi.nlm.nih.gov/pubmed/34848931
http://dx.doi.org/10.1007/s11222-021-10061-3