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I. Davidson, K. Wagstaff and S. Basu, "Measuring Constraint-Set Utility for Partitional Clustering Algorithms,", Proc. Intl. Conf. Principles and Practice of Knowledge Discovery in Databases (PKDD 2006), Berlin, Germany, Sept. 2006, pp. 115-126.
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Constrained k-means clustering with background knowledge
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K. Wagstaff, C. Cardie, S. Rogers and S. Schroedl, "Constrained k-Means Clustering with Background Knowledge,", Proc. 18th Intl. Conf. on Machine Learning (ICML 2001), Williamstown, MA, June-July 2001, pp. 577-584.
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