An Efficient Hierarchical Clustering Technique for Medical Diagnosis Using KNN Classifier
Abstract
Keywords
Full Text:
PDFReferences
Masoud Makrehchi, “Hierarchical Agglomerative Clustering using common neighbour similarity,” IEEE [2016].
Y. Zhao, G.Karypis , and U. Fayyad, “Hierarchical clustering algorithms for document datasets,” Data Min. Knowl. Discov., vol. 10,pp. 141–168, Mar. 2005.
C. D. Manning, P. Raghavan, and H. Schtze, Introduction to Information Retrieval. New York, NY, USA: Cambridge University Press, 2008.
J. H. Ward, “Hierarchical grouping to optimize an objective function, ”Journal of the American Statistical Association, vol. 58, no. 301,pp. 236–244, 1963.
R. Sibson, “SLINK: an optimally efficient algorithm for the single link cluster method,” Comput. J., vol. 16, no. 1, pp. 30–34, 1973.
D. Krznaric and C. Levcopoulos, “Optimal algorithms for complete linkage clustering in d dimensions,” Theor. Comput. Sci., 2002 Sept, vol. 286, pp. 139–149.
B. S. Everitt, S. Landau, and M. Leese, Cluster Analysis. Wiley, 2009.
V. Tam, A. Santoso, and R. Setiono, “A comparative study of centroid based, neighborhood-based and statistical approaches for effective document categorization,” in Pattern Recognition. Proceedings. 16th International Conference, 2002, vol. 4, pp. 235–238.
D. Liben-Nowell and J. Kleinberg, “The link prediction problem for social networks,” in Proceedings of the twelfth international conference on Information and knowledge management, CIKM ’03, pp. 556–559, ACM, s
R. Dugad and N. Ahuja, “Unsupervised multidimensional hierarchical clustering,”in Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on, vol. 5, pp. 2761–2764 vol.5.
B. Bollobas, Modern Graph Theory. Springer, 2002.
Y. Zhao and G. Karypis, “Evaluation of hierarchical clustering algorithms for document datasets,” in Proceedings of the eleventh international conference on Information and knowledge management, 2002, pp. 515–524, ACM.
D. Eppstein, “Fast hierarchical clustering and other applications of dynamic closest pairs,” J. Experimental Algorithmics, vol. 5, pp. 1–23, June 2000.
A. K. Jain, M. N. Murty, and P. J. Flynn, “Data clustering: A review,” ACM Comput. Surv., vol. 31, pp. 264–323, Sept. 1999.
T. Kurita, “An efficient agglomerative clustering algorithm using a heap,” Pattern Recogn., vol. 24, pp. 205–209, Feb. 1991.550
Refbacks
- There are currently no refbacks.