Journal Publications
Zhang D, Zhou Z. (2D) 2PCA: Two-directional two-dimensional PCA for efficientface representation and recognition. Neurocomputing,2005, 69(1): 224-231.
Tan X,Chen S, Zhou Z. Recognizing Partially Occluded, ExpressionVariant Faces from Single Training Image per Person withSOM-Based kNN Ensemble. IEEE Transactions on Neural Networks 16:875-86, 2005
ChenS, Li D. Modified Linear Discriminant Analysis. PatternRecognition 38: 2005
ChenS, Dai Q. DLS-ICBP Neural Networks with Applications in TimeSeries Prediction. Neural Computing & Application 14:250-5, 2005
Tan K,Chen S. Adaptively weighted sub-pattern PCA for facerecognition. Neurocomputing 505-11, 2005
Dai Q,Chen S. Chained DLS-ICBP neural networks with multiple stepstime series prediction. Neural Processing Letters 21:95-107, 2005
Wang M,Chen S. Enhanced FMAM Based on Empirical Kernel Map. IEEETransactions on Neural Networks 16: 1-9, 2005
ChenS, Wang M. Seeking multi-thresholds directly from supportvectors for image segmentation. Neuro Computing 67:335-44, 2005
ChenS, Chen L. A unified SWSI-KAMs framework and performanceevaluation on face recognition. Neuro Computing 54-69, 2005
ChenS, Sun T. Class-Information-Incorporated Principal ComponentAnalysis. Neuro Computing 216-23, 2005
ZhangD, Chen S, Tan K. Improving the robustness of 'onlineagglomerative clustering method' based on kernel-induce distancemeasures. Neural Processing Letters 21: 45-51, 2005
ZhangD, Chen S, Zhou Z. A new face recognition method based on SVDperturbation for single example image per person. AppliedMathematics and Computation 163: 895-907, 2005
ChenS, Zhu Y, Zhang D. Feature extraction approaches based onmatrix pattern: MatPCA and MatFLDA. Pattern Recognition Letters 26:1157-67, 2005
ZhangD, Chen S. Fast image compression using matrix K-L transform.Neuro Computing 68: 2005
ZhangD, Zhou Z. (2D)2PCA: 2-directional 2-dimensional PCA forefficient face representation and recognition. Neuro Computing 69:224-31, 2005
Conference Publications
Tan X,Chen S, Zhou Z. Feature Selection for High Dimensional FaceImage Using Self-Organizing Maps. Proceedings of the 8thPacific-Asia Conference on Knowledge Discovery and Data Mining500-4, 2005
ZhangD, Chen S, Liu J.Representing image matrices: Eigenimages vs.Eigenvectors. Proceedings of the 2st International Symposium onNeural Networks (ISNN'05) 2005
ZhangD, Chen S, Zhou Z. Two-dimensional non-negative matrixfactorization for face representation and recognition.Proceedings of the ICCV'05 Workshop on Analysis and Modeling ofFaces and Gestures (AMFG'05) 2005
Tan X,Liu J, Zhang D. Weighted SOM-Face: Selecting Local Features forRecognition from Individual Face Image. IDEAL 2005
Liu J,Chen S.Resampling LDA/QR and PCA+LDA for face recognition. AI2005 (The 18th Australian Joint Conference on ArtificialIntelligence) 2005