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Mixture Complexity and Its Application to Gradual Clustering Change Detection

We consider measuring the number of clusters (cluster size) in the finite mixture models for interpreting their structures. Many existing information criteria have been applied for this issue by regarding it as the same as the number of mixture components (mixture size); however, this may not be val...

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Detalles Bibliográficos
Autores principales: Kyoya, Shunki, Yamanishi, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601344/
https://www.ncbi.nlm.nih.gov/pubmed/37420427
http://dx.doi.org/10.3390/e24101407