|
Resume |
Shiming Xiang received the B.S. degree in mathematics from Chongqing Normal University, China, in 1993; the M.S. degree from Chongqing University, China, in 1996; and the Ph.D. degree from the Institute of Computing Technology, Chinese Academy of Sciences, China, in 2004. From 1996 to 2001, he was a Lecturer with the Huazhong University of Science and Technology,Wuhan,China. He was a postdoctorate with the Department of Automation,TsinghuaUniversity,Beijing,China, until 2006. He is currently an Associate Professor with theInstituteofAutomation,ChineseAcademyof Sciences. |
|
|
Academic Achievement |
His current research mainly focuses on Image Processing, Computer Vision, Machine Learning and their applications. He was awarded “Best paper award honorable mention” in PAKDD 2007.
Selected Publications:
1. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang. Extracting the Optimal Dimensionality for Local Tensor Discriminant Analysis. Pattern Recognition, Volume 42, Issue 1, Pages 105-114, 2009.
2. Shiming Xiang, Feiping Nie, Changshui Zhang and Chunxia Zhang. Nonlinear Dimensionality Reduction with Local Spline Embedding. IEEE Transactions on Knowledge and Data Engineering, Volume 21, Issue 9, Pages 1285-1298, 2009.
3. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang and Chunxia Zhang, Embedding New Data Points for Manifold Learning via Coordinate Propagation. Knowledge and Information Systems, Volume 19, Issue 2, Pages 159-184, 2009.
4. Shiming Xiang, Feiping Nie, Chunxia Zhang and Changshui Zhang. Interactive Natural Image Segmentation via Spline Regression. IEEE Transactions on Image Processing, Volume 18, Issue 7, Pages1623-1632, 2009.
5. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang. Semi-Supervised Orthogonal Discriminant Analysis via Label Propagation. Pattern Recognition, Volume 42, Issue 11, Pages 2615-2627, 2009.
6. Chunxia Zhang, Shiming Xiang, Feiping Nie, Yangqiu Song. Nonlinear Dimensionality Reduction with Relative Distance Comparison. Neurocomputing, Volume 72, Issue 7-9, Pages 1719-1731, 2009.
7. Shiming Xiang, Feiping Nie, and Changshui Zhang. Learning a Mahalanobis Distance Metric for Data Clustering and Classification. Pattern Recognition, Volume 41, Issue 12, Pages 3600-3612, 2008.
8. Shiming Xiang, Feiping Nie, Yangqiu Song, and Changshui Zhang. Contour Graph Based Human Tracking and Action Sequence Recognition. Pattern Recognition, Volume 41, Issue 12, Pages 3653-3664, 2008.
9. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan. Trace Ratio Criterion for Feature Selection. The Twenty-Third AAAI Conference on Artificial Intelligence (AAAI),Chicago, 2008.
10. Feiping Nie, Shiming Xiang, Changshui Zhang. Neighborhood MinMax Projections. The Twentieth International Joint Conference on Artificial Intelligence (IJCAI),Hyderabad,India, 2007.
|
|
