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Cross-Clustering: A Partial Clustering Algorithm with Automatic Estimation of the Number of Clusters

Four of the most common limitations of the many available clustering methods are: i) the lack of a proper strategy to deal with outliers; ii) the need for a good a priori estimate of the number of clusters to obtain reasonable results; iii) the lack of a method able to detect when partitioning of a...

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Detalles Bibliográficos
Autores principales: Tellaroli, Paola, Bazzi, Marco, Donato, Michele, Brazzale, Alessandra R., Drăghici, Sorin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4807765/
https://www.ncbi.nlm.nih.gov/pubmed/27015427
http://dx.doi.org/10.1371/journal.pone.0152333