Clusfind
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Description: Complete code of six stand-alone Fortran programs for cluster analysis, described and illustrated in L. Kaufman and P.J. Rousseeuw (1990), "Finding Groups in Data: an Introduction to Cluster Analysis", Wiley.
####################################################################### CC CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC CCCCCCCCCCCCCCCCCCCCCCCCCCCCC readme : CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC CC CC This file contains the complete code of six stand-alone Fortran CC programs for cluster analysis, described and illustrated in CC CC L. Kaufman and P.J. Rousseeuw (1990), FINDING GROUPS IN DATA: CC AN INTRODUCTION TO CLUSTER ANALYSIS, New York: John Wiley. CC CC The book contains data sets, included at the end of this file, CC and gives complete outputs for them which allow you to check the CC proper functioning of the programs. The chapters are largely CC self-contained. Each chapter of the book describes one specific CC clustering method and the corresponding program: CC CC Chapter 1 : DAISY.FOR (computes dissimilarities) CC Chapter 2 : PAM.FOR (partitions the data set into CC clusters with a new method using medoids) CC Chapter 3 : CLARA.FOR (for clustering large applications) CC Chapter 4 : FANNY.FOR (a new method for fuzzy clustering) CC Chapter 5+6 : TWINS.FOR (hierarchical clustering; you can CC choose between agglomerative and divisive) CC Chapter 7 : MONA.FOR (divisive hierachical clustering CC of binary data sets). CC CC The above clustering methods were selected/developed to have CC good robustness properties (they are based on sums of distances CC instead of sums of squared distances). The programs PAM, FANNY, CC and TWINS can be used on data which consists of measurements CC OR dissimilarities. CC CC This software may be used and copied freely, provided suitable CC reference is made to the corresponding book FINDING GROUPS IN CC DATA by L. Kaufman and P.J. Rousseeuw. CC CC For questions, problems or comments contact: CC CC Leonard Kaufman CC Dienst Medische Informatica CC Faculty of Medicine, V.U.B. CC Laarbeeklaan 103 CC B-1090 Brussels CC Belgium CC CC Peter J. Rousseeuw CC Department of Mathemati
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