Journal Publications
Xue H, Zhu Y, Chen S. Localridge regression for face recognition. Neurocomputing72(4-6): 1342-1346 (2009)
Xue H, Chen S, Yang Q. Discriminativelyregularized least-squares classification. PatternRecognition 42(1): 93-104 (2009)
Cai W, Chen S,Zhang D. Asimultaneous learning framework for clustering andclassification. Pattern Recognition 42(7): 1248-1259(2009)
Zhu Y, Liu J, Chen S. Semi-randomsubspace method for face recognition. Image VisionComput. 27(9): 1358-1370 (2009)
Yang X, Chen S, Chen B, Pan Z. Proximalsupport vector machine using local information. Neurocomputing73(1-3): 357-365 (2009)
Tan X, Chen S, Zhou Z, andLiu J. FaceRecognition under Occlusions and Variant Expressions withPartial Similarity, IEEE Transactions on InformationForensics & Security, 2009, 4(2): 217-230
Wang Z, Chen S. Multi-viewkernel machine on single-view data. Neurocomputing72(10-12): 2444-2449 (2009)
Sun D, Zhang D. A new discriminant principal component analysis method withpartial supervision. Neural Processing Letters, 2009, 30: 103-112.
Conference Publications
Wang B, Tang J, Fan W, Chen S, Yang Z, and Liu Y,Heterogeneous Cross Domain Ranking in Latent Space, accepted byCIKM 2009 (full paper, acceptance rate:14.5%)
Zhang D, Liu W.AnEfficient Nonnegative Matrix Factorization Approach in FlexibleKernel Space , International Joint Conference on ArtificialIntelligence, Pasadena, California, 2009.
Liu J,Chen J, Chen S, and Ye J. Learning theOptimal Neighborhood Kernel for Classification, InternationalJoint Conference on Artificial Intelligence, Pasadena,California, 2009.
Tan X, Song S,Zhou Z and Chen S. Enhanced Pictorial Structures for Precise EyeLocalization under Uncontrolled Conditions, IEEE ComputerSociety Conference on Computer Vision and Pattern Recognition ,Miami, Florida, USA, June 2009.
Tan X, L.Qiao, W.Gao andJ.Liu. Robust Faces Manifold Modeling: MostExpressive Vs. Most Sparse Criterion. Subspace 2009 Workshop in conjunction with ICCV2009, Kyoto, Japan.