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An analysis framework for clustering algorithm selection with applications to spectroscopy

Cluster analysis is a valuable unsupervised machine learning technique that is applied in a multitude of domains to identify similarities or clusters in unlabelled data. However, its performance is dependent of the characteristics of the data it is being applied to. There is no universally best clus...

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Detalles Bibliográficos
Autores principales: Crase, Simon, Thennadil, Suresh N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8970496/
https://www.ncbi.nlm.nih.gov/pubmed/35358292
http://dx.doi.org/10.1371/journal.pone.0266369