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Additional resources for Classification, Clustering, and Data Mining Applications
The largest edge length of a minimum spanning tree of D. A value larger than or equal to (J"c, gives a connected graph and a lower value always yields several connected components. For (J" = Dmax the graph is complete. Choosing a threshold value is a delicate problem. It has an influence on the number of classes since they are the connected part of X and thus necessarily included in the connected components of the graph. Hence we replace this problem by choosing a percentage of the number of edges of the complete graph.
In New Approaches in Classification and Data Analysis, eds. E. , Berlin:Springer, pp. 3~24. , and Govaert, G. (1977). O. Informatique Computer Science, 11, 329~349. , and Simon, J. J. (1976). "Clustering Analysis," in Digital Pattern Recognition, ed. K. S. Fu, Berlin:Springer, pp. 47~94. Everitt, B. (2001). Cluster Analysis, Halsted, New York. Gordon, A. D. (1999). Classification, Chapman and Hall/CRC, Boca Raton, Florida. Govaert, G. (1975). Classification Automatique et Distances Adaptatives, These de 3eme cycle, Mathematique appliquee, Universite Paris VI.
7. , et al. (1993). "Tabu Search: An Introduction," Annals of Operations Research, 41, 1~28. 8. Goldberg, D. E. (1989). Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, Reading MA. 9. B. (1967). "Some Methods for Classification and Analysis of Multivariate Observations," Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, Vol. 1, Berkeley:University of California Press. 10. Murillo, A. (2000). "Aplicaci6n de la Busqueda Tabu en la Clasificaci6n por Particiones," Investigaci6n Operacional, 21, 183~ 194.