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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Bibliographic Details
Published in:PLoS One
Main Authors: Tellaroli, Paola, Bazzi, Marco, Donato, Michele, Brazzale, Alessandra R., Drăghici, Sorin
Format: Artigo
Language:Inglês
Published: Public Library of Science 2016
Subjects:
Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4807765/
https://ncbi.nlm.nih.gov/pubmed/27015427
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0152333
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