By David Banks, Leanna House, Frederick R. McMorris, Phipps Arabie, Wolfgang Gaul

This quantity describes new equipment with specific emphasis on type and cluster research. those equipment are utilized to difficulties in details retrieval, phylogeny, scientific prognosis, microarrays, and different lively learn parts.

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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.