Categorical data clustering with automatic selection of cluster number

DOI10.1007/s12543-009-0001-5zbMath1275.62052OpenAlexW1983508218MaRDI QIDQ382464

Hai-Yong Liao, Michael Kwok-Po Ng

Publication date: 19 November 2013

Published in: Fuzzy Information and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s12543-009-0001-5

zbMATH Keywords

clusteringregularization parameterpenaltycategorial data

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (1)

Categorical-and-numerical-attribute data clustering based on a unified similarity metric without knowing cluster number

Uses Software

• COOLCAT
• ROCK

Cites Work

• Unnamed Item
• Consistent estimation of a mixing distribution
• Estimating the dimension of a model
• K-modes clustering.
• FCM-based model selection algorithms for determining the number of clusters
• A new cluster validity index for the fuzzy c-mean
• A new look at the statistical model identification

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