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Merging K-means with hierarchical clustering for identifying general-shaped groups

Clustering partitions a dataset such that observations placed together in a group are similar but different from those in other groups. Hierarchical and K-means clustering are two approaches but have different strengths and weaknesses. For instance, hierarchical clustering identifies groups in a tre...

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Detalhes bibliográficos
Publicado no:Stat (Int Stat Inst)
Main Authors: Peterson, Anna D., Ghosh, Arka P., Maitra, Ranjan
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5935272/
https://ncbi.nlm.nih.gov/pubmed/29736237
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sta4.172
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