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Tommy W. S. Chow: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Yong Fang, Tommy W. S. Chow
    Neural network adative wavelets for function approximation. [Citation Graph (0, 0)][DBLP]
    ESANN, 1997, pp:- [Conf]
  2. D. Huang, Tommy W. S. Chow
    Searching optimal feature subset using mutual information. [Citation Graph (0, 0)][DBLP]
    ESANN, 2003, pp:161-166 [Conf]
  3. D. Huang, Tommy W. S. Chow
    An Excellent Feature Selection Model Using Gradient-Based and Point Injection Techniques. [Citation Graph (0, 0)][DBLP]
    ICONIP (2), 2006, pp:679-692 [Conf]
  4. Yong Fang, Tommy W. S. Chow
    Wavelets Based Neural Network for Function Approximation. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2006, pp:80-85 [Conf]
  5. Sitao Wu, Tommy W. S. Chow, Di Huang
    Visualization of Induction Machine Fault Detection Using Self-Organizing Map and Support Vector Machine. [Citation Graph (0, 0)][DBLP]
    IPCV, 2006, pp:138-144 [Conf]
  6. Tommy W. S. Chow, Siu-Yeung Cho
    Industrial neural vision system for underground railway station platform surveillance. [Citation Graph (0, 0)][DBLP]
    Advanced Engineering Informatics, 2002, v:16, n:1, pp:73-83 [Journal]
  7. Tommy W. S. Chow, Jim Y. F. Yam, Siu-Yeung Cho
    Fast training algorithm for feedforward neural networks: application to crowd estimation at underground stations. [Citation Graph (0, 0)][DBLP]
    AI in Engineering, 1999, v:13, n:3, pp:301-307 [Journal]
  8. Tommy W. S. Chow, Jin-Yan Li
    Higher-Order Petri Net Models Based on Artificial Neural Networks. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1997, v:92, n:1-2, pp:289-300 [Journal]
  9. Chi-Tat Leung, Tommy W. S. Chow
    Least third-order cumulant method with adaptive regularization parameter selection for neural networks. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2001, v:127, n:2, pp:169-197 [Journal]
  10. Chi-Tat Leung, Tommy W. S. Chow
    Adaptive Regularization Parameter Selection Method for Enhancing Generalization Capability of Neural Networks. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1999, v:107, n:2, pp:347-356 [Journal]
  11. Siu-Yeung Cho, Tommy W. S. Chow
    Training multilayer neural networks using fast global learning algorithm - least-squares and penalized optimization methods. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1999, v:25, n:1-3, pp:115-131 [Journal]
  12. Tommy W. S. Chow, Yong Fang
    Two-dimensional learning strategy for multilayer feedforward neural network. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2000, v:34, n:1-4, pp:195-206 [Journal]
  13. Tommy W. S. Chow, Sitao Wu
    Cell-splitting grid: a self-creating and self-organizing neural network. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2004, v:57, n:, pp:373-387 [Journal]
  14. D. Huang, Tommy W. S. Chow
    Effective feature selection scheme using mutual information. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:63, n:, pp:325-343 [Journal]
  15. Chi-Tat Leung, Tommy W. S. Chow
    A novel noise robust fourth-order cumulants cost function. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1997, v:16, n:2, pp:139-147 [Journal]
  16. Jim Y. F. Yam, Tommy W. S. Chow
    A weight initialization method for improving training speed in feedforward neural network. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2000, v:30, n:1-4, pp:219-232 [Journal]
  17. Jim Y. F. Yam, Tommy W. S. Chow, Chi-Tat Leung
    A new method in determining initial weights of feedforward neural networks for training enhancement. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1997, v:16, n:1, pp:23-32 [Journal]
  18. Siu-Yeung Cho, Tommy W. S. Chow
    Robust face recognition using generalized neural reflectance model. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2006, v:15, n:2, pp:170-182 [Journal]
  19. Siu-Yeung Cho, Tommy W. S. Chow
    Development of a Recurrent Sigma-Pi Neural Network Rainfall Forecasting System in Hong Kong. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 1997, v:5, n:2, pp:66-75 [Journal]
  20. Sitao Wu, Tommy W. S. Chow, Kai Tat Ng, Kim Fung Tsang
    Improvement of borrowing channel assignment for patterned traffic load by online cellular probabilistic self-organizing map. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2006, v:15, n:3-4, pp:298-309 [Journal]
  21. Siu-Yeung Cho, Tommy W. S. Chow
    Enhanced 3D Shape Recovery Using the Neural-Based Hybrid Reflectance Model. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2001, v:13, n:11, pp:2617-263 [Journal]
  22. Siu-Yeung Cho, Tommy W. S. Chow
    A New Color 3D SFS Methodology Using Neural-Based Color Reflectance Models and Iterative Recursive Method. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2002, v:14, n:11, pp:2751-2789 [Journal]
  23. D. Huang, Tommy W. S. Chow
    Enhancing Density-Based Data Reduction Using Entropy. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2006, v:18, n:2, pp:470-495 [Journal]
  24. Siu-Yeung Cho, Tommy W. S. Chow
    A Layer-by-Layer Least Squares based Recurrent Networks Training Algorithm: Stalling and Escape. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1998, v:7, n:1, pp:15-25 [Journal]
  25. Siu-Yeung Cho, Tommy W. S. Chow
    A Fast Neural Learning Vision System for Crowd Estimation at Underground Stations Platform. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1999, v:10, n:2, pp:111-120 [Journal]
  26. Siu-Yeung Cho, Tommy W. S. Chow
    A Fast Heuristic Global Learning Algorithm for Multilayer Neural Networks. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1999, v:9, n:2, pp:177-187 [Journal]
  27. Siu-Yeung Cho, Tommy W. S. Chow, K. T. Ng
    Shape From Shading by Using Neural Based Colour Reflectance Model. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2002, v:16, n:2, pp:121-136 [Journal]
  28. Tommy W. S. Chow, Oulian Shuai
    Feedforward Neural Networks Based Input-Output Models for Railway Carriage System Identification. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1997, v:5, n:2, pp:57-67 [Journal]
  29. Tommy W. S. Chow, Sitao Wu
    Piecewise Linear Projection Based on Self Organizing Map. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2002, v:16, n:2, pp:151-163 [Journal]
  30. D. Huang, Tommy W. S. Chow
    A People-Counting System Using a Hybrid RBF Neural Network. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2003, v:18, n:2, pp:97-113 [Journal]
  31. Chi-Tat Leung, Tommy W. S. Chow, Yat-Fung Yam
    A Least Third-Order Cumulants Objective Function. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1996, v:3, n:2, pp:91-99 [Journal]
  32. Tommy W. S. Chow, M. K. M. Rahman
    Face Matching in Large Database by Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2006, v:23, n:3, pp:305-323 [Journal]
  33. Sitao Wu, Tommy W. S. Chow
    Self-Organizing-Map Based Clustering Using a Local Clustering Validity Index. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2003, v:17, n:3, pp:253-271 [Journal]
  34. Sitao Wu, Tommy W. S. Chow, Kai Tat Ng
    Using Cellular Probabilistic Self-Organizing Map in Borrowing Channel Assignment for Patterned Traffic Load. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2006, v:23, n:1, pp:71-88 [Journal]
  35. Tommy W. S. Chow, M. K. M. Rahman, Sitao Wu
    Content-based image retrieval by using tree-structured features and multi-layer self-organizing map. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2006, v:9, n:1, pp:1-20 [Journal]
  36. Eden W. M. Ma, Tommy W. S. Chow
    A new shifting grid clustering algorithm. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:3, pp:503-514 [Journal]
  37. Sitao Wu, Tommy W. S. Chow
    Clustering of the self-organizing map using a clustering validity index based on inter-cluster and intra-cluster density. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:2, pp:175-188 [Journal]
  38. Sitao Wu, M. K. M. Rahman, Tommy W. S. Chow
    Content-based image retrieval using growing hierarchical self-organizing quadtree map. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:5, pp:707-722 [Journal]
  39. M. K. M. Rahman, Wang Pi Yang, Tommy W. S. Chow, Sitao Wu
    A flexible multi-layer self-organizing map for generic processing of tree-structured data. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:5, pp:1406-1424 [Journal]
  40. Siu-Yeung Cho, Tommy W. S. Chow, Chi-Tat Leung
    A neural-based crowd estimation by hybrid global learning algorithm. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 1999, v:29, n:4, pp:535-541 [Journal]
  41. D. Huang, Tommy W. S. Chow
    Identifying the biologically relevant gene categories based on gene expression and biological data: an example on prostate cancer. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2007, v:23, n:12, pp:1503-1510 [Journal]
  42. Tommy W. S. Chow, M. K. M. Rahman
    A new image classification technique using tree-structured regional features. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:4-6, pp:1040-1050 [Journal]
  43. D. Huang, Tommy W. S. Chow
    Improving the effectiveness of RBF classifier based on a hybrid cost function. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2007, v:16, n:4-5, pp:395-405 [Journal]
  44. D. Huang, Tommy W. S. Chow
    Effective Gene Selection Method With Small Sample Sets Using Gradient-Based and Point Injection Techniques. [Citation Graph (0, 0)][DBLP]
    IEEE/ACM Trans. Comput. Biology Bioinform., 2007, v:4, n:3, pp:467-475 [Journal]

  45. A new feature selection scheme using data distribution factor for transactional data. [Citation Graph (, )][DBLP]


  46. PPoSOM: A Multidimensional Data Visualization Using Probabilistic Assignment Based on Polar SOM. [Citation Graph (, )][DBLP]


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