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A variable-selection heuristic for K-means clustering

  • Michael Brusco

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  • J. Cradit
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    File URL: http://hdl.handle.net/10.1007/BF02294838
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    Article provided by Springer in its journal Psychometrika.

    Volume (Year): 66 (2001)
    Issue (Month): 2 (June)
    Pages: 249-270

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    Handle: RePEc:spr:psycho:v:66:y:2001:i:2:p:249-270
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    1. Geert Soete, 1986. "Optimal variable weighting for ultrametric and additive tree clustering," Quality & Quantity: International Journal of Methodology, Springer, vol. 20(2), pages 169-180, June.
    2. Glenn Milligan, 1989. "A validation study of a variable weighting algorithm for cluster analysis," Journal of Classification, Springer, vol. 6(1), pages 53-71, December.
    3. Lawrence Hubert & Phipps Arabie, 1985. "Comparing partitions," Journal of Classification, Springer, vol. 2(1), pages 193-218, December.
    4. P. (Sundar) Balakrishnan & Martha Cooper & Varghese Jacob & Phillip Lewis, 1994. "A study of the classification capabilities of neural networks using unsupervised learning: A comparison withK-means clustering," Psychometrika, Springer, vol. 59(4), pages 509-525, December.
    5. Robert Saltstone & Ken Stange, 1996. "A computer program to calculate Hubert and Arabie's adjusted rand index," Journal of Classification, Springer, vol. 13(1), pages 169-172, March.
    6. Geert Soete & Wayne DeSarbo & J. Carroll, 1985. "Optimal variable weighting for hierarchical clustering: An alternating least-squares algorithm," Journal of Classification, Springer, vol. 2(1), pages 173-192, December.
    7. Paul Green & Jonathan Kim & Frank Carmone, 1990. "A preliminary study of optimal variable weighting in k-means clustering," Journal of Classification, Springer, vol. 7(2), pages 271-285, September.
    8. Wayne DeSarbo & J. Carroll & Linda Clark & Paul Green, 1984. "Synthesized clustering: A method for amalgamating alternative clustering bases with differential weighting of variables," Psychometrika, Springer, vol. 49(1), pages 57-78, March.
    9. E. Fowlkes & R. Gnanadesikan & J. Kettenring, 1988. "Variable selection in clustering," Journal of Classification, Springer, vol. 5(2), pages 205-228, September.
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