Journal Publications
Liu J,Chen S, Tan X. Efficient Pseudo-inverse Linear DiscriminantAnalysis and its Nonlinear Form for Face Recognition.International Journal of Pattern Recognition and ArtifcialIntelligence, 21(8):1265-1278 2007
Sun T,Chen S. Locality Preserving CCA with Applications to DataVisualization and Pose Estimation. Image and Vision Computing 25:531-43, 2007
Wang Z,Chen S. New least squares support vector machines based onmatrix patterns. Neural Processing Letters 41-56, 2007
ChenS, Wang Z, Tian Y. Matrix-pattern-oriented Ho-Kashyapclassifier with regularization learning. Pattern Recognition 40:1533-43, 2007
Sun T,Chen S. Class label versus sample label-based CCA. AppliedMathematics and Computation 185: 272-83, 2007
CaiW, Chen S, Zhang D. Robust Fuzzy Relational ClassifierIncorporating the Soft Class Labels. Pattern Recognition Letters28: 2250-63, 2007
Cai W,Chen S, Zhang D. Fast and Robust Fuzzy C-Means ClusteringAlgorithms Incorporating Local Information for ImageSegmentation. Pattern Recognition 40: 825-38, 2007
Liu J,Chen S, Tan X. Comments on 'Efficient and Robust MaximalMargin Criterion'. IEEE Transactions on Neural Networks 18: 1862-4, 2007
Zhang D, Chen S, Zhou Z. Entropy-Inspired Competitive Clustering Algorithms. Software and Informatics, 2007, 1(1): 67-84.
Conference Publications
TanX, Triggs B.Enhanced Local Texture Feature Sets for FaceRecognition under Difficult Lighting Conditions. IEEEInternational Workshop on Analysis and Modeling of Faces andGestures 168-82, 2007
TanXY, Triggs B.Fusing Gabor and LBP Feature Sets for Kernel-basedFace Recognition. IEEE International Workshop on Analysis andModeling of Faces and Gestures 235-49, 2007
ZhangD. Two-Dimensional Bayesian Subspace Analysis for FaceRecognition. Proceedings of the 4-th International Symposium onNeural Networks (ISNN'07) 2007
ZhangD, Zhou Z, Chen S.Semi-supervised dimensionality reduction.Proceedings of the 7th SIAM International Conference on DataMining (SDM'07) 2007
Liu J,Chen S, Zhou Z. Single Image Subspace for Face Recognition.IEEE International Workshop on Analysis and Modeling of Faces andGestures(In conjunction with ICCV 2007) 2007
Technical Reports
Xue H, Chen SC, Yang Q: Discriminative regularization: A new classifier learning method. Technical Report 2007