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Original Articles

Asymptotic properties of bivariate k-means clusters

Pages 1155-1171 | Received 01 May 1981, Published online: 27 Jun 2007

References

  • Hartlgan , J.A. 1975 . Clustering Algorithms , New York : John Wiley .
  • Hartlgan , J.A. 1978 . Asymptotic distributions for clustering criteria . Annals of Statistics , 6 : 117 – 131 .
  • Hartlgan , J.A. and Wong , M.A. . Hybrid Clustering . Proceedings of the 12th Interface Symposium on Computer Science and Statistics . Edited by: Gentleman , Jane . pp. 137 – 143 . University of Waterloo Press .
  • Hartigan , J.A. and Wong , M.A. 1979b . Algorithm AS 136: A K- means clustering algorithm . Applied Statistics , 28 : 100 – 108 .
  • Mac Queen , J. Some methods for classification and analysis of multi-variate observations . Proceedings of the 12th Interface Symposium on Computer Science and Statistics . pp. 281 – 297 .
  • Pollard , D. 1981 . Strong consistency of k-means clustering . Annals of Statistics , 9 : 135 – 140 .
  • Wong , M.A. 1980 . “ Asymptotic Properties of k-means clustering algorithm as a density estimation procedure ” . In Sloan School of Management Working Paper , Cambridge : M.I.T . #2000-80

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