Clustering algorithm consistency in fixed dimensional spaces

DOI10.1007/978-3-030-59491-6_33OpenAlexW3091354572MaRDI QIDQ2081589

Mieczysław Kłopotek, Robert A. Kłopotek

Publication date: 13 October 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-59491-6_33

zbMATH Keywords

cluster analysis\(k\)-means algorithmconsistency axiomconsistency transformationfixed-dimensional Euclidean space consistency

Mathematics Subject Classification ID

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

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On the discrepancy between Kleinberg's clustering axioms and \(k\)-means clustering algorithm behavior

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