Ontology highlight
ABSTRACT:
SUBMITTER: Huang S
PROVIDER: S-EPMC3946478 | biostudies-literature | 2014
REPOSITORIES: biostudies-literature
Huang Shaobin S Cheng Yuan Y Lang Dapeng D Chi Ronghua R Liu Guofeng G
PloS one 20140307 3
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 the properties that must be satisfied by valid clustering processes and model clustering processes based on program graphs and transition systems. We then recast the analysis of clustering validity as ...[more]