S. Chen

Articles in Scholarly Journals [Incomplete List]

  1. Fractional order singular value decomposition representation for face recognition
    Pattern Recognition, vol. 41, no. 1, pp. 378–395, 2008
  2. A study on three linear discriminant analysis based methods in small sample size problem
    Pattern Recognition, vol. 41, no. 1, pp. 102–116, 2008
  3. Class label versus sample label-based CCA
    Applied Mathematics and Computation, vol. 185, no. 1, pp. 272–283, 2007
  4. Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation
    Pattern Recognition, vol. 40, no. 3, pp. 825–838, 2007
  5. Matrix-pattern-oriented Ho–Kashyap classifier with regularization learning
    Pattern Recognition, vol. 40, no. 5, pp. 1533–1543, 2007
  6. New Least Squares Support Vector Machines Based on Matrix Patterns
    Neural Processing Letters, vol. 26, no. 1, pp. 41–56, 2007
  7. Locality preserving CCA with applications to data visualization and pose estimation
    Image and Vision Computing, vol. 25, no. 5, pp. 531–543, 2007
  8. Integrating the improved CBP model with kernel SOM
    Neurocomputing, vol. 69, no. 16-18, pp. 2208–2216, 2006
  9. Sub-intrapersonal space analysis for face recognition
    Neurocomputing, vol. 69, no. 13-15, pp. 1796–1801, 2006
  10. Image binarization focusing on objects
    Neurocomputing, vol. 69, no. 16-18, pp. 2411–2415, 2006
  11. Learning the kernel parameters in kernel minimum distance classifier
    Pattern Recognition, vol. 39, no. 1, pp. 133–135, 2006
  12. Face recognition from a single image per person: A survey
    Pattern Recognition, vol. 39, no. 9, pp. 1725–1745, 2006
  13. Discriminant common vectors versus neighbourhood components analysis and Laplacianfaces: A comparative study in small sample size problem
    Image and Vision Computing, vol. 24, no. 3, pp. 249–262, 2006
  14. Distance-Based Sparse Associative Memory Neural Network Algorithm for Pattern Recognition
    Neural Processing Letters, vol. 24, no. 1, pp. 67–80, 2006
  15. Non-iterative generalized low rank approximation of matrices
    Pattern Recognition Letters, vol. 27, no. 9, pp. 1002–1008, 2006
  16. Proximal Support Vector Machine Based on Prototypal Multiclassfication Hyperplanes
    Journal of Computer Research and Development, vol. 43, no. 10, p. 1700, 2006
  17. Small World Structure Inspired Many to Many Kernel Associative Memory Models and Their Application
    Journal of Software, vol. 17, no. 1, p. 223, 2006
  18. Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA
    Pattern Recognition Letters, vol. 26, no. 8, pp. 1157–1167, 2005
  19. Matrix-Pattern-Oriented Ho-Kashyap Classifier with Regularization Learning
    Journal of Computer Research and Development, vol. 42, no. 9, p. 1628, 2005
  20. Enhanced FMAM Based on Empirical Kernel Map
    IEEE Transactions on Neural Networks, vol. 16, no. 3, pp. 557–564, 2005
  21. Recognizing Partially Occluded, Expression Variant Faces From Single Training Image per Person With SOM and Soft$k$-NN Ensemble
    IEEE Transactions on Neural Networks, vol. 16, no. 4, pp. 875–886, 2005
  22. Modified linear discriminant analysis
    Pattern Recognition, vol. 38, no. 3, pp. 441–443, 2005
  23. Discounted least squares-improved circular back-propogation neural networks with applications in time series prediction
    Neural Computing and Applications, vol. 14, no. 3, pp. 250–255, 2005
  24. Improving the Robustness of ?Online Agglomerative Clustering Method? Based on Kernel-Induce Distance Measures
    Neural Processing Letters, vol. 21, no. 1, pp. 45–51, 2005
  25. Chained DLS-ICBP Neural Networks with Multiple Steps Time Series Prediction
    Neural Processing Letters, vol. 21, no. 2, pp. 95–107, 2005
  26. A new face recognition method based on SVD perturbation for single example image per person
    Applied Mathematics and Computation, vol. 163, no. 2, pp. 895–907, 2005
  27. Adaptively weighted sub-pattern PCA for face recognition
    Neurocomputing, vol. 64, pp. 505–511, 2005
  28. Seeking multi-thresholds directly from support vectors for image segmentation
    Neurocomputing, vol. 67, pp. 335–344, 2005
  29. A unified SWSI–KAMs framework and performance evaluation on face recognition
    Neurocomputing, vol. 68, pp. 54–69, 2005
  30. Fast image compression using matrix K–L transform
    Neurocomputing, vol. 68, pp. 258–266, 2005
  31. Class-information-incorporated principal component analysis
    Neurocomputing, vol. 69, no. 1-3, pp. 216–223, 2005
  32. Subpattern-based principle component analysis
    Pattern Recognition, vol. 37, no. 5, pp. 1081–1083, 2004
  33. Alternative linear discriminant classifier
    Pattern Recognition, vol. 37, no. 7, pp. 1545–1547, 2004
  34. Making FLDA applicable to face recognition with one sample per person
    Pattern Recognition, vol. 37, no. 7, pp. 1553–1555, 2004
  35. Robust Image Segmentation Using FCM With Spatial Constraints Based on New Kernel-Induced Distance Measure
    IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), vol. 34, no. 4, pp. 1907–1916, 2004
  36. Enhanced (PC)2A for face recognition with one training image per person
    Pattern Recognition Letters, vol. 25, no. 10, pp. 1173–1181, 2004
  37. Clustering Incomplete Data Using Kernel-Based Fuzzy C-means Algorithm
    Neural Processing Letters, vol. 18, no. 3, pp. 155–162, 2003