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Order-Constrained Solutions in K-Means Clustering: Even Better Than Being Globally Optimal

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Author Info
Douglas Steinley ()
Lawrence Hubert
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File URL: http://hdl.handle.net/10.1007/s11336-008-9058-z
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Publisher Info
Article provided by Springer in its journal Psychometrika.

Volume (Year): 73 (2008)
Issue (Month): 4 (December)
Pages: 647-664
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Handle: RePEc:spr:psycho:v:73:y:2008:i:4:p:647-664

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Related research
Keywords: K-means cluster analysis; dynamic programming; quadratic assignment; constrained optimization; multicriterion optimization;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Glenn Milligan & Martha Cooper, 1988. "A study of standardization of variables in cluster analysis," Journal of Classification, Springer, vol. 5(2), pages 181-204, September. [Downloadable!] (restricted)
  2. Pacheco, Joaquin & Valencia, Olga, 2003. "Design of hybrids for the minimum sum-of-squares clustering problem," Computational Statistics & Data Analysis, Elsevier, vol. 43(2), pages 235-248, June. [Downloadable!] (restricted)
  3. Glenn Milligan, 1980. "An examination of the effect of six types of error perturbation on fifteen clustering algorithms," Psychometrika, Springer, vol. 45(3), pages 325-342, September. [Downloadable!] (restricted)
  4. Michael Brusco & Stephanie Stahl, 2001. "Compact integer-programming models for extracting subsets of stimuli from confusion matrices," Psychometrika, Springer, vol. 66(3), pages 405-419, September. [Downloadable!] (restricted)
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This page was last updated on 2009-11-27.

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