Journal Publications
Qian, Q., Chen, S., & Zhou, X. Multi-view classification with cross-view must-link and cannot-link side information.Knowledge-Based Systems, 2013, 54, 137-146.
Song, F., Tan, X., Chen, S., & Zhou, Z. H. A literature survey on robust and efficient eye localization in real-life scenarios. Pattern Recognition, 2013, 46(12), 3157-3173.
Yang, B., & Chen, S.A comparative study on local binary pattern (LBP) based face recognition: LBP histogram versus LBP image.Neurocomputing, 2013, 120, 365-379.
Wang, Y., & Chen, S. Safety-awaresemi-supervised classification. IEEE Transactions on NeuralNetworks and Learning Systems, 2013, 24(11), 1763-1772.
Qiao, L., Zhang, L., & Chen, S. Dimensionalityreduction with adaptive graph.Frontiers of Computer Science,2013, 7(5), 745-753.
Cheng, B., Zhang, D., Chen,S., Kaufer, D. I., Shen, D., & Alzheimer’s Disease NeuroimagingInitiative. Semi-supervisedmultimodal relevance vector regression improves cognitiveperformance estimation from imaging and biological biomarkers.Neuroinformatics, 2013, 11(3), 339-353.
Wang, Z., Zhu, C., Gao, D., &Chen, S. Three-foldstructured classifier design based on matrix pattern. PatternRecognition, 2013, 46(6), 1532-1555.
Qian, Q., & Chen, S. Co-metric: a metric learning algorithm for data with multiple views.Frontiers of Computer Science, 2013, 7(3), 359-369.
Zhou, X., Chen, X., & Chen, S. NeighborhoodCorrelation Analysis for Semi-paired Two-View Data. Neuralprocessing letters, 2013, 37(3), 335-354.
Wang, Y., & Chen, S. Soft large margin clustering. Information Sciences, 2013, 232, 116-129.
Sun, Z., & Chen, S. Analysisof non-local Euclidean medians and its improvement. IEEE Signal Processing Letters, 2013, (20), 303-306.
Yin, X., Chen, S., & Hu, E. Regularized soft K-means for discriminant analysis.Neurocomputing, 2013, 103, 29-42.
Wang, Z., Jie, W., Chen, S., &Gao, D. Randomprojection ensemble learning with multiple empirical kernels. Knowledge-Based Systems, 2013, 37, 388-393.
Wang, B., Tang, J., Fan, W.,Chen, S., Tan, C., & Yang, Z. Query-dependent cross-domain ranking in heterogeneous network. Knowledge and information systems, 2013, 34(1), 109-145.
Gao S, Zu C, Zhang D. Learning mid-perpendicular hyperplane similarity fromcannot-link constraints.Neurocomputing, 2013, 113: 195-203.
Wang F, Zhang D. A new locality-preserving canonical correlation analysisalgorithm for multi-view dimensionality reduction.Neural processing letters, 2013, 37(2): 135-146.
Liu N, Zheng X, Sun H, Tan X. Two-dimensional bar code out-of-focusdeblurring via the Increment Constrained Least Squares filter.Pattern Recognition Letter, 34, 124-130,2013.
Conference Publications
Li Y, Huang S, Chen S, & Si J.Stable L2-Regularized ensemble feature weighting. In Multiple Classifier Systems 2013 (pp. 167-178). Springer BerlinHeidelberg.
Liu M, Chen S, & Zhang D. Learning attribute relation in attribute-based zero-shotclassification. In Intelligent Science and Intelligent DataEngineering 2013, (pp. 514-521). Springer Berlin Heidelberg.
Hao X, Zhang D. Ensemble Universum SVM Learning for Multimodal Classification ofAlzheimer's Disease. MLMI 2013, Nagoya, Japan, September 22, 2013.
Cheng B, Zhang D, Jie B, ShenD. Sparse Multimodal Manifold-Regularized TransferLearning for MCI Conversion Prediction. MLMI 2013, Nagoya, Japan, September 22, 2013.
Jie B, Zhang D, Suk H,WeeC,Shen D. Integrating Multiple Network Propertiesfor MCI Identification. MLMI 2013, Nagoya, Japan, September 22, 2013.
Jie B,Zhang D, Cheng B, ShenD. Manifold regularized multi-task featureselection for multi-modality classification in Alzheimer’sdisease. MLMI 2013, Nagoya, Japan, September 22, 2013.
Wang D, Tan X. Centering SVDD for Unsupervised Feature Representation in ObjectClassification. Proceedings of the 2013 International Conference on NeuralInformation Processing (ICONIP 2013), Daegu, Korea, 2013.
Jin X, Tan X, Zhou J. Face Alignment Using Local Hough Voting. Proceedings of the 10th International Conference on Automatic Faceand Gesture Recognition (FG 2013), Shanghai, China, 2013. [
Technical Reports
杨磊磊，陈松灿: Supplements to WSAC. Technical Report 2013