On the Effects of Constraints in Semi-supervised Hierarchical Clustering
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Günther Palm | Friedhelm Schwenker | Hans A. Kestler | Johann M. Kraus | G. Palm | H. Kestler | F. Schwenker | J. Kraus
[1] S. S. Ravi,et al. Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results , 2005, PKDD.
[2] Andrew McCallum,et al. Semi-Supervised Clustering with User Feedback , 2003 .
[3] Dan Klein,et al. From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering , 2002, ICML.
[4] Anil K. Jain,et al. Algorithms for Clustering Data , 1988 .
[5] Michael I. Jordan,et al. Distance Metric Learning with Application to Clustering with Side-Information , 2002, NIPS.
[6] Ayhan Demiriz,et al. Semi-Supervised Clustering Using Genetic Algorithms , 1999 .
[7] Tomer Hertz,et al. Learning Distance Functions using Equivalence Relations , 2003, ICML.
[8] William M. Rand,et al. Objective Criteria for the Evaluation of Clustering Methods , 1971 .
[9] Raymond J. Mooney,et al. Integrating constraints and metric learning in semi-supervised clustering , 2004, ICML.
[10] Hans A. Kestler,et al. Specialized DNA Arrays for the Differentiation of Pancreatic Tumors , 2005, Clinical Cancer Research.
[11] Arindam Banerjee,et al. Semi-supervised Clustering by Seeding , 2002, ICML.
[12] Raymond J. Mooney,et al. Adaptive duplicate detection using learnable string similarity measures , 2003, KDD '03.
[13] D. Botstein,et al. Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.
[14] Claire Cardie,et al. Proceedings of the Eighteenth International Conference on Machine Learning, 2001, p. 577–584. Constrained K-means Clustering with Background Knowledge , 2022 .
[15] Claire Cardie,et al. Clustering with Instance-Level Constraints , 2000, AAAI/IAAI.
[16] Luís Torgo,et al. Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings , 2005, PKDD.