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K-means clustering: a half-century synthesis.
Steinley D. Steinley D. Br J Math Stat Psychol. 2006 May;59(Pt 1):1-34. doi: 10.1348/000711005X48266. Br J Math Stat Psychol. 2006. PMID: 16709277
Profiling local optima in K-means clustering: developing a diagnostic technique.
Steinley D. Steinley D. Psychol Methods. 2006 Jun;11(2):178-92. doi: 10.1037/1082-989X.11.2.178. Psychol Methods. 2006. PMID: 16784337
Using the cluster generation procedure proposed by D. Steinley and R. Henson (2005), the author investigated the performance of K-means clustering under the following scenarios: (a) different probabilities of cluster overlap; (b) different types of cluster overlap; …
Using the cluster generation procedure proposed by D. Steinley and R. Henson (2005), the author investigated the performance o …
Stability analysis in K-means clustering.
Steinley D. Steinley D. Br J Math Stat Psychol. 2008 Nov;61(Pt 2):255-73. doi: 10.1348/000711007X184849. Epub 2007 Feb 22. Br J Math Stat Psychol. 2008. PMID: 17535479
Cross validation issues in multiobjective clustering.
Brusco MJ, Steinley D. Brusco MJ, et al. Among authors: steinley d. Br J Math Stat Psychol. 2009 May;62(Pt 2):349-68. doi: 10.1348/000711008X304385. Epub 2008 Dec 3. Br J Math Stat Psychol. 2009. PMID: 19055857 Free PMC article.
95 results