| Unsupervised Learning of Disease Progression Models X Wang, D Sontag, F Wang KDD, 2014 | 286 | 2014 |
| Flexible constrained spectral clustering X Wang, I Davidson Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 251 | 2010 |
| On constrained spectral clustering and its applications X Wang, B Qian, I Davidson Data Mining and Knowledge Discovery 28 (1), 1-30, 2014 | 209 | 2014 |
| Active spectral clustering X Wang, I Davidson Data Mining (ICDM), 2010 IEEE 10th International Conference on, 561-568, 2010 | 101 | 2010 |
| A relative similarity based method for interactive patient risk prediction B Qian, X Wang, N Cao, H Li, YG Jiang Data Mining and Knowledge Discovery 29, 1070-1093, 2015 | 83 | 2015 |
| Multi-objective multi-view spectral clustering via pareto optimization X Wang, B Qian, J Ye, I Davidson Proceedings of the 2013 SIAM international conference on data mining, 234-242, 2013 | 76 | 2013 |
| Discovering contexts and contextual outliers using random walks in graphs X Wang, I Davidson Data Mining, 2009. ICDM'09. Ninth IEEE International Conference on, 1034-1039, 2009 | 61 | 2009 |
| Mining common topics from multiple asynchronous text streams X Wang, K Zhang, X Jin, D Shen Proceedings of the Second ACM International Conference on Web Search and …, 2009 | 61 | 2009 |
| Clinical Risk Prediction with Multilinear Sparse Logistic Regression F Wang, P Zhang, B Qian, X Wang, I Davidson KDD, 2014 | 58 | 2014 |
| Active Learning from Relative Queries B Qian, X Wang, F Wang, H Li, J Ye, I Davidson IJCAI, 2013 | 40 | 2013 |
| Exploring joint disease risk prediction X Wang, F Wang, J Hu, R Sorrentino AMIA annual symposium proceedings 2014, 1180, 2014 | 30 | 2014 |
| A reconstruction error based framework for multi-label and multi-view learning B Qian, X Wang, J Ye, I Davidson IEEE Transactions on Knowledge and Data Engineering 27 (3), 594-607, 2014 | 29 | 2014 |
| A multi-task learning framework for joint disease risk prediction and comorbidity discovery X Wang, F Wang, J Hu 2014 22nd International Conference on Pattern Recognition, 220-225, 2014 | 25 | 2014 |
| Labels vs. pairwise constraints: A unified view of label propagation and constrained spectral clustering X Wang, B Qian, I Davidson 2012 IEEE 12th international conference on data mining, 1146-1151, 2012 | 22 | 2012 |
| Topic Mining over Asynchronous Text Sequences X Wang, X Jin, ME Chen, K Zhang, D Shen Knowledge and Data Engineering, IEEE Transactions on 24 (1), 156-169, 2012 | 21 | 2012 |
| Unified and contrasting cuts in multiple graphs: Application to medical imaging segmentation CT Kuo, X Wang, P Walker, O Carmichael, J Ye, I Davidson Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 19 | 2015 |
| Learning multiple relative attributes with humans in the loop B Qian, X Wang, N Cao, YG Jiang, I Davidson IEEE Transactions on Image Processing 23 (12), 5573-5585, 2014 | 19 | 2014 |
| Clustering with Complex Constraints-Algorithms and Applications W Zhi, X Wang, B Qian, P Butler, N Ramakrishnan, I Davidson AAAI, 2013 | 19 | 2013 |
| Improving document clustering using automated machine translation X Wang, B Qian, I Davidson Proceedings of the 21st ACM International Conference on Information and …, 2012 | 19 | 2012 |
| Fast pairwise query selection for large-scale active learning to rank B Qian, X Wang, J Wang, H Li, N Cao, W Zhi, I Davidson 2013 IEEE 13th International Conference on Data Mining, 607-616, 2013 | 18 | 2013 |
Ian DavidsonProfessor of Computer Science, University of California - DavisVerified email at cs.ucdavis.edu
