Asymptotic properties of bivariate k-means clusters

DOI10.1080/03610928208828301zbMath0516.62058OpenAlexW2024795702MaRDI QIDQ3664237

M. Anthony Wong

Publication date: 1982

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610928208828301

zbMATH Keywords

cluster analysishexagonsasymptotic lower bounduniform densitybounded regionasymptotic properties of bivariate k-means clustersgraph-configuration of optimal k-partitionwithin cluster sum of squares

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Graph theory (05C99)

Related Items (1)

Asymptotic properties of univariate sample k-means clusters

Cites Work

• Algorithm AS 136: A K-Means Clustering Algorithm
• Strong consistency of k-means clustering
• Asymptotic distributions for clustering criteria

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