| Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008 | 790 | 2008 |
| Clustering With Constraints: Feasibility Issues and the k-Means Algorithm I Davidson, SS Ravi Proceedings of the 2005 SIAM international conference on data mining, 138-149, 2005 | 457 | 2005 |
| A survey of clustering with instance level constraints I Davidson, S Basu ACM Transactions on Knowledge Discovery from Data, 1-41, 2007 | 418* | 2007 |
| Agglomerative hierarchical clustering with constraints: Theoretical and empirical results I Davidson, S Ravi Knowledge Discovery in Databases: PKDD 2005, 59-70, 2005 | 406 | 2005 |
| Measuring constraint-set utility for partitional clustering algorithms I Davidson, KL Wagstaff, S Basu European conference on principles of data mining and knowledge discovery …, 2006 | 293 | 2006 |
| Flexible constrained spectral clustering X Wang, I Davidson Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 287 | 2010 |
| Constrained Clustering - Introduction KW S Basu, I Davidson CRC Press, 2008 | 279* | 2008 |
| Multisource domain adaptation and its application to early detection of fatigue R Chattopadhyay, Q Sun, W Fan, I Davidson, S Panchanathan, J Ye ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (4), 1-26, 2012 | 273 | 2012 |
| On constrained spectral clustering and its applications X Wang, B Qian, I Davidson Data Mining and Knowledge Discovery 28 (1), 1-30, 2014 | 271 | 2014 |
| Visual data mining: Techniques and tools for data visualization and mining T Soukup, I Davidson John Wiley & Sons, Inc., 2002 | 269 | 2002 |
| Visual data mining: techniques and tools for data visualization and mining TSI Davidson, T Soukup Wiley Publishing, Inc, 2002 | 269* | 2002 |
| Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities X Zhu, I Davidson Igi Global, 2007 | 241 | 2007 |
| Accelerating online cp decompositions for higher order tensors S Zhou, NX Vinh, J Bailey, Y Jia, I Davidson Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 156 | 2016 |
| A principled and flexible framework for finding alternative clusterings ZJ Qi, I Davidson Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 134 | 2009 |
| Understanding K-means non-hierarchical clustering I Davidson SUNY Albany Technical Report 2, 2-14, 2002 | 133 | 2002 |
| Network discovery via constrained tensor analysis of fmri data I Davidson, S Gilpin, O Carmichael, P Walker Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 119 | 2013 |
| Joint transfer and batch-mode active learning R Chattopadhyay, W Fan, I Davidson, S Panchanathan, J Ye International conference on machine learning, 253-261, 2013 | 119 | 2013 |
| Active spectral clustering X Wang, I Davidson Data Mining (ICDM), 2010 IEEE 10th International Conference on, 561-568, 2010 | 117 | 2010 |
| An improved categorization of classifier's sensitivity on sample selection bias W Fan, I Davidson, B Zadrozny, PS Yu Fifth IEEE international conference on data mining (ICDM'05), 4 pp., 2005 | 115 | 2005 |
| Finding alternative clusterings using constraints I Davidson, Z Qi 2008 Eighth IEEE International Conference on Data Mining, 773-778, 2008 | 114 | 2008 |
S. S. RaviResearch Professor, Biocomplexity Institute, University of VirginiaVerified email at virginia.edu
