Can Yang PhD

Lecturer in Psychiatry

Departments & Organizations

Psychiatry


Research Interests

High dimensional data analysis,including linear mixed models (LMM), low-rank approximation, interaction detection in ultrahigh dimensional regression. Statistical genomics, bioinformatics.


Education

  • Ph.D., Hong Kong University of Science & Technology, 2011

Selected Publications

  • 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.

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