A formal algorithm for verifying the validity of clustering results based on model checking.

The limitations in general methods to evaluate clustering will remain difficult to overcome if verifying the clustering validity continues to be based on clustering results and evaluation index values. This study focuses on a clustering process to analyze crisp clustering validity. First, we define...

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Bibliographic Details
Main Authors: Shaobin Huang, Yuan Cheng, Dapeng Lang, Ronghua Chi, Guofeng Liu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3946478?pdf=render