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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Bibliographic Details
Main Authors: Avory C Bryant, Krzysztof J Cios
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5501566?pdf=render