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Xiang Wang
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Cited by
Year
Unsupervised Learning of Disease Progression Models
X Wang, D Sontag, F Wang
KDD, 2014
3112014
Flexible constrained spectral clustering
X Wang, I Davidson
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
2622010
On constrained spectral clustering and its applications
X Wang, B Qian, I Davidson
Data Mining and Knowledge Discovery 28 (1), 1-30, 2014
2362014
Active spectral clustering
X Wang, I Davidson
Data Mining (ICDM), 2010 IEEE 10th International Conference on, 561-568, 2010
1052010
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
942015
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
812013
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
672009
Clinical Risk Prediction with Multilinear Sparse Logistic Regression
F Wang, P Zhang, B Qian, X Wang, I Davidson
KDD, 2014
622014
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
602009
Active Learning from Relative Queries
B Qian, X Wang, F Wang, H Li, J Ye, I Davidson
IJCAI, 2013
432013
Exploring joint disease risk prediction
X Wang, F Wang, J Hu, R Sorrentino
AMIA annual symposium proceedings 2014, 1180, 2014
322014
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
312014
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
302014
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
232012
Clustering with Complex Constraints-Algorithms and Applications
W Zhi, X Wang, B Qian, P Butler, N Ramakrishnan, I Davidson
AAAI, 2013
222013
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
222012
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
202015
Improving document clustering using automated machine translation
X Wang, B Qian, I Davidson
Proceedings of the 21st ACM International Conference on Information and …, 2012
202012
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
192014
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
192013
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