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SOTXTSTREAM: Density-based self-organizing clustering of text streams

A streaming data clustering algorithm is presented building upon the density-based self-organizing stream clustering algorithm SOSTREAM. Many density-based clustering algorithms are limited by their inability to identify clusters with heterogeneous density. SOSTREAM addresses this limitation through...

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Detalles Bibliográficos
Autores principales: Bryant, Avory C., Cios, Krzysztof J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5501566/
https://www.ncbi.nlm.nih.gov/pubmed/28686655
http://dx.doi.org/10.1371/journal.pone.0180543