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The next‐generation K‐means algorithm
Typically, when referring to a model‐based classification, the mixture distribution approach is understood. In contrast, we revive the hard‐classification model‐based approach developed by Banfield and Raftery (1993) for which K‐means is equivalent to the maximum likelihood (ML) estimation. The next...
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| Publicado no: | Stat Anal Data Min |
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| Autor principal: | |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Wiley Subscription Services, Inc., A Wiley Company
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6062903/ https://ncbi.nlm.nih.gov/pubmed/30073045 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.11379 |
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