Journal Publications

Wang Z,Chen S, Sun T.  MultiK-MHKS: A Novel Multiple Kernel LearningAlgorithm.IEEE Trans. Pattern Anal. Mach. Intell.30:348-353 2008 

WangZ, Chen S.  Matrix-pattern-oriented least squares support vectorclassifier with AdaBoost. Pattern Recognition Letters 29:745-753 (2008)

Wang Z,Chen S, Liu J, Zhang D.  Pattern Representation in FeatureExtraction and Classification- Matrix Versus Vector. IEEETransactions on Neural Networks, 19: 758-7692008 

Xue H,Chen S, Zeng X : Classifier Learning with A New LocalityRegularization Method. Pattern Recognition 41: 1479-14902008  

DingJ, Ma R, Chen S.  A Scale-based Connected Coherence TreeAlgorithm for Image Segmentation. IEEE Transactions on Image Processing 17: 204-2162008

ZhangD, Chen S, Zhou Z.  Constraint Score: A new filter method forfeature selection with pairwise constraints . Pattern Recognition41: 1440-1451 2008

Liu J,Chen S, Tan X.  Fractional order Singular Value DecompositionRepresentation for Face Recognition. Pattern Recognition 41:378-95, 2008 

Liu J,Chen S, Tan X.  A Study on three Linear Discriminant AnalysisBased Methods in Small Sample Size Problem. Pattern Recognition 41:102-16, 2008

Conference Publications

Sun T,ChenS, Yang J, Shi P.A Supervised Combined Feature Extraction Methodfor Recognition(short paper).ICDM,2008

ZhangD, Chen S, ZhouZ, Yang Q. Constraint Projections for Ensemble Learning. AAAI,2008

Ding J, Ma R, Chen S, YangJ. Clustering Using Normalized Path-Based Metric. ISNN 2008

Xue H, Chen S, YangQ.  Structural Support Vector Machine.   ISNN 2008