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An examination of the effect of six types of error perturbation on fifteen clustering algorithms

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Author Info
Glenn Milligan
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File URL: http://hdl.handle.net/10.1007/BF02293907
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Publisher Info
Article provided by Springer in its journal Psychometrika.

Volume (Year): 45 (1980)
Issue (Month): 3 (September)
Pages: 325-342
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Handle: RePEc:spr:psycho:v:45:y:1980:i:3:p:325-342

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Related research
Keywords: clustering algorithms; clustering validation; Monte Carlo research;

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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, 1979. "Ultrametric hierarchical clustering algorithms," Psychometrika, Springer, vol. 44(3), pages 343-346, September. [Downloadable!] (restricted)
  2. Edmund Peay, 1975. "Nonmetric grouping: Clusters and cliques," Psychometrika, Springer, vol. 40(3), pages 297-313, September. [Downloadable!] (restricted)
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Cited by:
(explanations, 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. Vandermersch, Mieke & Mathijs, Erik, 2002. "Do Management Profiles Matter? An Analysis of Belgian Dairy Farmers," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24832, European Association of Agricultural Economists. [Downloadable!]
  2. 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)
  3. V. Choulakian, 2006. "Taxicab Correspondence Analysis," Psychometrika, Springer, vol. 71(2), pages 333-345, June. [Downloadable!] (restricted)
  4. Laurent Lesnard, 2006. "Optimal Matching and Social Sciences," Working Papers 2006-01, Centre de Recherche en Economie et Statistique, revised Jan 2006. [Downloadable!]
  5. Dan A. Petrovici & Christopher Ritson & Mitchell Ness, 2005. "Exploring disparities and similarities in European food consumption patterns," Cahiers d'Economie et Sociologie Rurales, INRA Department of Economics, vol. 75, pages 24-49. [Downloadable!]
  6. A. Gordon, 1990. "Constructing dissimilarity measures," Journal of Classification, Springer, vol. 7(2), pages 257-269, September. [Downloadable!] (restricted)
  7. Rodgers, Joan R. & Valadkhani, Abbas, 2005. "Ranking of Australian Economics Departments Based on Their Total and Per Academic Staff Research Output," Economics Working Papers wp05-18, School of Economics, University of Wollongong, NSW, Australia. [Downloadable!]
  8. 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. [Downloadable!] (restricted)
  9. Larson, Ronald B., 1997. "Food Consumption And Seasonality," Journal of Food Distribution Research, Food Distribution Research Society, vol. 28(2), July. [Downloadable!]
  10. Glenn Milligan & Martha Cooper, 1985. "An examination of procedures for determining the number of clusters in a data set," Psychometrika, Springer, vol. 50(2), pages 159-179, June. [Downloadable!] (restricted)
  11. Berrie Zielman & Willem Heiser, 1993. "Analysis of asymmetry by a slide-vector," Psychometrika, Springer, vol. 58(1), pages 101-114, March. [Downloadable!] (restricted)
  12. J. Hutchinson & Amitabh Mungale, 1997. "Pairwise partitioning: A nonmetric algorithm for identifying feature-based similarity structures," Psychometrika, Springer, vol. 62(1), pages 85-117, March. [Downloadable!] (restricted)
  13. Michael Brusco & Douglas Steinley, 2007. "A Comparison of Heuristic Procedures for Minimum Within-Cluster Sums of Squares Partitioning," Psychometrika, Springer, vol. 72(4), pages 583-600, December. [Downloadable!] (restricted)
  14. Joost Rosmalen & Patrick Groenen & Javier Trejos & William Castillo, 2009. "Optimization Strategies for Two-Mode Partitioning," Journal of Classification, Springer, vol. 26(2), pages 155-181, August. [Downloadable!] (restricted)
  15. Valadkhani, Abbas & Worthington, Andrew, 2005. "Ranking and Clustering Australian University Research Performance, 1998-2002," Economics Working Papers wp05-19, School of Economics, University of Wollongong, NSW, Australia. [Downloadable!]
  16. Douglas Steinley & Michael Brusco, 2008. "Selection of Variables in Cluster Analysis: An Empirical Comparison of Eight Procedures," Psychometrika, Springer, vol. 73(1), pages 125-144, March. [Downloadable!] (restricted)
  17. Eva Ceulemans & Iven Mechelen & Iwin Leenen, 2007. "The Local Minima Problem in Hierarchical Classes Analysis: An Evaluation of a Simulated Annealing Algorithm and Various Multistart Procedures," Psychometrika, Springer, vol. 72(3), pages 377-391, September. [Downloadable!] (restricted)
  18. Glenn Milligan, 1981. "A monte carlo study of thirty internal criterion measures for cluster analysis," Psychometrika, Springer, vol. 46(2), pages 187-199, June. [Downloadable!] (restricted)
  19. Abba Krieger & Paul Green, 1999. "A cautionary note on using internal cross validation to select the number of clusters," Psychometrika, Springer, vol. 64(3), pages 341-353, September. [Downloadable!] (restricted)
  20. Douglas Steinley & Lawrence Hubert, 2008. "Order-Constrained Solutions in K-Means Clustering: Even Better Than Being Globally Optimal," Psychometrika, Springer, vol. 73(4), pages 647-664, December. [Downloadable!] (restricted)
  21. Glenn Milligan & Richard Cheng, 1996. "Measuring the influence of individual data points in a cluster analysis," Journal of Classification, Springer, vol. 13(2), pages 315-335, September. [Downloadable!] (restricted)
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