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http://dx.doi.org/10.1201/9781584889977
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Front MatterAbstract - Hi-Res PDF (656 KB) - PDF w/links (657 KB)
Chapter 1. IntroductionRich CaruanaAbstract - Hi-Res PDF (510 KB) - PDF w/links (482 KB)
Chapter 2. Semi-Supervised Clustering with User FeedbackDavid Cohn, Andrew Kachites McCallum, Tomer HertzAbstract - Hi-Res PDF (491 KB) - PDF w/links (492 KB)
Chapter 3. Gaussian Mixture Models with Equivalence ConstraintsDaphna Weinshall, Noam Shental, Aharon Bar-Hillel, Todd K. LeenAbstract - Hi-Res PDF (1063 KB) - PDF w/links (860 KB)
Chapter 4. Pairwise Constraints as Priors in Probabilistic ClusteringZhengdong LuAbstract - Hi-Res PDF (1853 KB) - PDF w/links (1402 KB)
Chapter 5. Clustering with ConstraintsRuggero G. PensaAbstract - Hi-Res PDF (1563 KB) - PDF w/links (1005 KB)
Chapter 6. Constraint-Driven Co-Clustering of 0/1 DataJean-Francois Boulicaut, Celine Robardet, Philip YuAbstract - Hi-Res PDF (1038 KB) - PDF w/links (793 KB)
Chapter 7. On Supervised Clustering for Creating Categorization SegmentationsStephen C. Gates, Charu Aggarwal, Arindam BanerjeeAbstract - Hi-Res PDF (638 KB) - PDF w/links (639 KB)
Chapter 8. Clustering with Balancing ConstraintsJoydeep Ghosh, Ayhan DemirizAbstract - Hi-Res PDF (2312 KB) - PDF w/links (1046 KB)
Chapter 9. Using Assignment Constraints to Avoid Empty Clusters in k-Means ClusteringPaul S. Bradley, Kristin P. Bennett, Indrajit BhattacharyaAbstract - Hi-Res PDF (663 KB) - PDF w/links (663 KB)
Chapter 10. Collective Relational ClusteringLise Getoor, David GondekAbstract - Hi-Res PDF (737 KB) - PDF w/links (738 KB)
Chapter 11. Non-Redundant Data ClusteringRong GeAbstract - Hi-Res PDF (1161 KB) - PDF w/links (1074 KB)
Chapter 12. Joint Cluster Analysis of Attribute Data and Relationship DataByron J. Gao, Martin Ester, Zengjian Hu, Boaz Ben-moshe, Nicole ImmorlicaAbstract - Hi-Res PDF (832 KB) - PDF w/links (833 KB)
Chapter 13. Correlation ClusteringAnthony Wirth, Marie desJardinsAbstract - Hi-Res PDF (456 KB) - PDF w/links (457 KB)
Chapter 14. Interactive Visual Clustering for Relational DataJulia Ferraioli, James MacGlashan, Katsumi TanakaAbstract - Hi-Res PDF (1298 KB) - PDF w/links (1017 KB)
Chapter 15. Distance Metric Learning from Cannot-be-Linked Example Pairs, with Application to Name DisambiguationSatoshi Oyama, Laks V. S. LakshmananAbstract - Hi-Res PDF (663 KB) - PDF w/links (664 KB)
Chapter 16. Privacy-Preserving Data PublishingRaymond T. Ng, Jiawei Han, Anthony K. H. Tung, Jie YangAbstract - Hi-Res PDF (692 KB) - PDF w/links (641 KB)
Chapter 17. Learning with Pairwise Constraints for Video Object ClassificationRong Yan, Alexander G. Hauptmann, Jian ZhangAbstract - Hi-Res PDF (1463 KB) - PDF w/links (1111 KB)
