Xiang Wang

According to our database, Xiang Wang authored at least 26 papers between 2009 and 2015.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2015

A Reconstruction Error Based Framework for Multi-Label and Multi-View Learning.

Buyue Qian, Xiang Wang, Jieping Ye, Ian Davidson

IEEE Trans. Knowl. Data Eng., 2015

Towards actionable risk stratification: A bilinear approach.

Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino

J. Biomed. Informatics, 2015

A relative similarity based method for interactive patient risk prediction.

Buyue Qian, Xiang Wang, Nan Cao, Hongfei Li, Yu-Gang Jiang

Data Min. Knowl. Discov., 2015

Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation.

Chia-Tung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Propagating Ranking Functions on a Graph: Algorithms and Applications.

Buyue Qian, Xiang Wang, Ian Davidson

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Learning Multiple Relative Attributes With Humans in the Loop.

Buyue Qian, Xiang Wang, Nan Cao, Yu-Gang Jiang, Ian Davidson

IEEE Trans. Image Process., 2014

On constrained spectral clustering and its applications.

Xiang Wang, Buyue Qian, Ian Davidson

Data Min. Knowl. Discov., 2014

Self-Taught Spectral Clustering via Constraint Augmentation.

Xiang Wang, Jun Wang, Buyue Qian, Fei Wang, Ian Davidson

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Clinical risk prediction with multilinear sparse logistic regression.

Fei Wang, Ping Zhang, Buyue Qian, Xiang Wang, Ian Davidson

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Unsupervised learning of disease progression models.

Xiang Wang, David A. Sontag, Fei Wang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery.

Xiang Wang, Fei Wang, Jianying Hu

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Exploring Joint Disease Risk Prediction.

Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino

Proceedings of the AMIA 2014, 2014

Clinical Risk Prediction by Exploring High-Order Feature Correlations.

Fei Wang, Ping Zhang, Xiang Wang, Jianying Hu

Proceedings of the AMIA 2014, 2014

2013

Multi-objective Multi-view Spectral Clustering via Pareto Optimization.

Ian Davidson, Buyue Qian, Xiang Wang, Jieping Ye

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Active Learning to Rank using Pairwise Supervision.

Ian Davidson, Hongfei Li, Buyue Qian, Jun Wang, Xiang Wang

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Active Learning from Relative Queries.

Buyue Qian, Xiang Wang, Fei Wang, Hongfei Li, Jieping Ye, Ian Davidson

Proceedings of the IJCAI 2013, 2013

Exploring Patient Risk Groups with Incomplete Knowledge.

Xiang Wang, Fei Wang, Jun Wang, Buyue Qian, Jianying Hu

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Fast Pairwise Query Selection for Large-Scale Active Learning to Rank.

Buyue Qian, Xiang Wang, Jun Wang, Hongfei Li, Nan Cao, Weifeng Zhi, Ian Davidson

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Clustering with Complex Constraints - Algorithms and Applications.

Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Topic Mining over Asynchronous Text Sequences.

Xiang Wang, Xiaoming Jin, Mengen Chen, Kai Zhang, Dou Shen

IEEE Trans. Knowl. Data Eng., 2012

A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning

Buyue Qian, Xiang Wang, Ian Davidson

CoRR, 2012

Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering.

Xiang Wang, Buyue Qian, Ian Davidson

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Improving document clustering using automated machine translation.

Xiang Wang, Buyue Qian, Ian Davidson

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010

Flexible constrained spectral clustering.

Xiang Wang, Ian Davidson

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Active Spectral Clustering.

Xiang Wang, Ian Davidson

Proceedings of the ICDM 2010, 2010

2009

Discovering Contexts and Contextual Outliers Using Random Walks in Graphs.

Xiang Wang, Ian Davidson

Proceedings of the ICDM 2009, 2009