References


Alsabti K., Ranka S., Singh V., (1997), “An Efficient K-Means Clustering Algorithm”, http://www.cise.ufl.edu-ranka/. 

Anderberg, M. R., (1973), Cluster Analysis for Applications, Academic Press, New York, NY.

Gersho, A. (1979), “Asymptotically optimal block quantization”, IEEE Transactions on Information Theory, 25:373-380.

Gray, R. M., (1984), “Vector quantization”. IEEE ASSP Magazine, April, pages 4-29 ;

Har-Peled S., and Kushal A., (2004), “Smaller coresets for k-median and k-means clustering”, http://www.uiuc.edu/˜sariel/papers/04/small coreset/.

Har-Peled S., and Mazumdar S., (2004), “Coresets for k-means and k-median clustering and their applications”, Proceedings, 36th Annual ACM Symposium Theory Computation, pages 291–300.

Hartigan, J. (1975), Clustering Algorithms, Wiley, New York, NY.

Jain Anil K, Dubes R.C., (1988), Algorithms For Clustering Data, Prentice Hall, New Jersey.

Jardine N., and Sibson R., (1971), Mathematical Taxonomy, Wiley, London.

MacQueen J. B., (1967), "Some Methods for classification and Analysis of Multivariate Observations”, Proceedings of 5-th Berkeley Symposium on Mathematical Statistics and Probability, Berkeley, University of California Press, 1:281-297.

Makhoul J., Roucos S., and Gish H., (1985), “Vector quantization in speech coding”, Proceedings of the IEEE, 73:1551-1588.

Moore Andrew, “K-means and Hierarchical Clustering - Tutorial Slides”, http://www-2.cs.cmu.edu/~awm/tutorials/kmeans.html.

Mucha Hans-Joachim and Sofyan Hizir, “Nonhierarchical Clustering”, http://www.quantlet.com/mdstat/scripts/xag/html/xaghtmlframe149.htm.

Pelleg Dan, Moore Andrew, “X-means: Extending K-means with efficient estimation of the number of clusters”, in Proceedings of the 17th International Conference on Machine Learning, pages 727–734. Morgan Kaufmann, San Francisco, CA, 2000.

Rakhlin Alexander and Caponnetto Andrea “Stability of k-means clustering”, in Advances in Neural Information Processing Systems, 19. MIT Press, Cambridge, MA, 2007.

Rashid Tariq, “Clustering”, http://www.cs.bris.ac.uk/home/tr1690/documentation/ fuzzy_clustering_initial_report/ node11.html;

Schikuta E., (1996), “Grid Clustering: An Efficient Hierarchical Clustering Method for Very Large Data Sets”, Proceedings of the 13th International Conference on Pattern Recognition, 2.

Sneath P. H. A., and Sokal R. R., (1973), Numerical Taxonomy, Freeman, San Francisco, CA.

Tryon R. C. and Bailey D. E., (1973), Cluster Analysis, McGraw-Hill, New York, NY;
Webb Andrew R., Statistical Pattern Recognition, 2nd Ed., 2002, John Wiley and Sons Ltd, pp. 170 – 175;

World Economic Forum: The Global Competitiveness Report, 2004 – 2007.