Can Yang PhD
Lecturer in Psychiatry
Departments & Organizations
High dimensional data analysis，including linear mixed models (LMM), low-rank approximation, interaction detection in ultrahigh dimensional regression. Statistical genomics, bioinformatics.
- Ph.D., Hong Kong University of Science & Technology, 2011
- C. Yang, L. Wan, S. Zhang and H. Zhao. Accounting for Non-Genetic Factors by Low-Rank Representation and Sparse Regression for eQTL Mapping. Bioinformatics. 2013.
- X. Zhou, C. Yang and W. Yu. Moving objects segmentation by detecting contiguous outlier in low-rank representation. IEEE Trans. on Pattern Analysis and Machine Intelligence, 35(3): 597-610, 2013.
- C. Yang, X. Zhou, X. Wan, Q. Yang, H. Xue and W. Yu. Identifying disease-associated SNP clusters via contiguous outlier detection, Bioinformatics, 27(18): 2578-2585, 2011.