De-Shuang Huang

Articles in Scholarly Journals [Incomplete List]

  1. Pattern memory analysis based on stability theory of cellular neural networks
    Applied Mathematical Modelling, vol. 32, no. 1, pp. 112–121, 2008
  2. An Algorithm for Finding Functional Modules and Protein Complexes in Protein-Protein Interaction Networks
    Journal of Biomedicine and Biotechnology, vol. 2008, Article ID 860270, 10 pages, 2008
  3. A New Constrained Independent Component Analysis Method
    IEEE Transactions on Neural Networks, vol. 18, no. 5, pp. 1532–1535, 2007
  4. Extracting gene regulation information for cancer classification
    Pattern Recognition, vol. 40, no. 12, pp. 3379–3392, 2007
  5. Interest Operator versus Gabor filtering for facial imagery classification
    Pattern Recognition Letters, vol. 28, no. 8, pp. 950–956, 2007
  6. Special issue on intelligent computing theory and methodology
    Applied Mathematics and Computation, vol. 185, no. 2, pp. 757–758, 2007
  7. A mended hybrid learning algorithm for radial basis function neural networks to improve generalization capability?
    Applied Mathematical Modelling, vol. 31, no. 7, pp. 1271–1281, 2007
  8. Prediction of Protein B-Factors Using Multi-Class Bounded SVM
    Protein and Peptide Letters, vol. 14, no. 2, pp. 185–190, 2007
  9. Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes+
    Protein and Peptide Letters, vol. 13, no. 4, pp. 391–396, 2006
  10. Inferring Protein-Protein Interacting Sites Using Residue Conservation and Evolutionary Information
    Protein and Peptide Letters, vol. 13, no. 10, pp. 999–1005, 2006
  11. Improved Performance in Protein Secondary Structure Prediction by Combining Multiple Predictions
    Protein and Peptide Letters, vol. 13, no. 10, pp. 985–991, 2006
  12. Improved constrained learning algorithms by incorporating additional functional constraints into neural networks
    Applied Mathematics and Computation, vol. 174, no. 1, pp. 34–50, 2006
  13. Classifying protein sequences using hydropathy blocks
    Pattern Recognition, vol. 39, no. 12, pp. 2293–2300, 2006
  14. Erratum to “Extracting nonlinear features for multispectral images by FCMC and KPCA” [Digital Signal Process. 15 (2005) 331–346]
    Digital Signal Processing, vol. 16, no. 2, pp. 205–205, 2006
  15. Predicting protein interaction sites from residue spatial sequence profile and evolution rate
    FEBS Letters, vol. 580, no. 2, pp. 380–384, 2006
  16. Identifying protein–protein interfacial residues in heterocomplexes using residue conservation scores
    International Journal of Biological Macromolecules, vol. 38, no. 3-5, pp. 241–247, 2006
  17. Nonnegative independent component analysis based on minimizing mutual information technique?
    Neurocomputing, vol. 69, no. 7-9, pp. 878–883, 2006
  18. Optimal selection of time lags for TDSEP based on genetic algorithm
    Neurocomputing, vol. 69, no. 7-9, pp. 884–887, 2006
  19. Noise removal using a novel non-negative sparse coding shrinkage technique
    Neurocomputing, vol. 69, no. 7-9, pp. 874–877, 2006
  20. Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network?
    Neurocomputing, vol. 69, no. 13-15, pp. 1782–1786, 2006
  21. Feature selection in independent component subspace for microarray data classification
    Neurocomputing, vol. 69, no. 16-18, pp. 2407–2410, 2006
  22. Improved extreme learning machine for function approximation by encoding a priori information
    Neurocomputing, vol. 69, no. 16-18, pp. 2369–2373, 2006
  23. A novel adaptive sequential niche technique for multimodal function optimization
    Neurocomputing, vol. 69, no. 16-18, pp. 2396–2401, 2006
  24. A novel full structure optimization algorithm for radial basis probabilistic neural networks
    Neurocomputing, vol. 70, no. 1-3, pp. 592–596, 2006
  25. Shape recognition based on neural networks trained by differential evolution algorithm
    Neurocomputing, 2006
  26. Advanced Neurocomputing Theory and Methodology
    Neurocomputing, 2006
  27. Cooperative Competition Clustering for Gene Selection
    Journal of Cluster Science, vol. 17, no. 4, pp. 637–651, 2006
  28. Regulation probability method for gene selection
    Pattern Recognition Letters, vol. 27, no. 2, pp. 116–122, 2006
  29. Independent component analysis-based penalized discriminant method for tumor classification using gene expression data
    Bioinformatics, vol. 22, no. 15, pp. 1855–1862, 2006
  30. A Hybrid Forward Algorithm for RBF Neural Network Construction
    IEEE Transactions on Neural Networks, vol. 17, no. 6, pp. 1439–1451, 2006
  31. International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, no. 2, p. 111, 2006
  32. International Journal of Pattern Recognition and Artificial Intelligence, vol. 19, no. 5, p. 715, 2005
  33. Optimisation of radial basis function classifiers using simulated annealing algorithm for cancer classification
    Electronics Letters, vol. 41, no. 11, p. 630, 2005
  34. Zeroing Polynomials Using Modified Constrained Neural Network Approach
    IEEE Transactions on Neural Networks, vol. 16, no. 3, pp. 721–732, 2005
  35. Fast Modular Network Implementation for Support Vector Machines
    IEEE Transactions on Neural Networks, vol. 16, no. 6, pp. 1651–1663, 2005
  36. Using FCMC, FVS, and PCA Techniques for Feature Extraction of Multispectral Images
    IEEE Geoscience and Remote Sensing Letters, vol. 2, no. 2, pp. 108–112, 2005
  37. Lidar Signal Denoising Using Least-Squares Support Vector Machine
    IEEE Signal Processing Letters, vol. 12, no. 2, pp. 101–104, 2005
  38. Combining a binary input encoding scheme with RBFNN for globulin protein inter-residue contact map prediction
    Pattern Recognition Letters, vol. 26, no. 10, pp. 1543–1553, 2005
  39. Memory pattern analysis of cellular neural networks
    Physics Letters A, vol. 342, no. 1-2, pp. 114–128, 2005
  40. A gene selection algorithm based on the gene regulation probability using maximal likelihood estimation
    Biotechnology Letters, vol. 27, no. 8, pp. 597–603, 2005
  41. Global Stability of a General Class of Discrete-Time Recurrent Neural Networks
    Neural Processing Letters, vol. 22, no. 1, pp. 33–47, 2005
  42. Non-linear cancer classification using a modified radial basis function classification algorithm
    Journal of Biomedical Science, vol. 12, no. 5, pp. 819–826, 2005
  43. Determining the centers of radial basis probabilistic neural networks by recursive orthogonal least square algorithms
    Applied Mathematics and Computation, vol. 162, no. 1, pp. 461–473, 2005
  44. A new partitioning neural network model for recursively finding arbitrary roots of higher order arbitrary polynomials
    Applied Mathematics and Computation, vol. 162, no. 3, pp. 1183–1200, 2005
  45. A case study for constrained learning neural root finders
    Applied Mathematics and Computation, vol. 165, no. 3, pp. 699–718, 2005
  46. Global robust stability of delayed recurrent neural networks
    Chaos, Solitons & Fractals, vol. 23, no. 1, pp. 221–229, 2005
  47. LMI-based approach for delay-dependent exponential stability analysis of BAM neural networks
    Chaos, Solitons & Fractals, vol. 24, no. 3, pp. 885–898, 2005
  48. Extracting nonlinear features for multispectral images by FCMC and KPCA
    Digital Signal Processing, vol. 15, no. 4, pp. 331–346, 2005
  49. A novel approach to extracting features from motif content and protein composition for protein sequence classification
    Neural Networks, vol. 18, no. 8, pp. 1019–1028, 2005
  50. Using batch algorithm for kernel blind source separation
    Neurocomputing, vol. 69, no. 1-3, pp. 273–278, 2005
  51. Antinoise approximation of the lidar signal with wavelet neural networks
    Applied Optics, vol. 44, no. 6, p. 1077, 2005
  52. Extracting mode components in laser intensity distribution by independent component analysis
    Applied Optics, vol. 44, no. 18, p. 3646, 2005
  53. A Novel Hybrid GA/RBFNN Technique for Protein Sequences Classification
    Protein and Peptide Letters, vol. 12, no. 4, pp. 383–386, 2005
  54. Prediction of Protein Secondary Structure Using Improved Two-Level Neural Network Architecture
    Protein and Peptide Letters, vol. 12, no. 8, pp. 805–811, 2005
  55. Inter-Residue Spatial Distance Map Prediction by Using Integrating Ga with Rbfnn
    Protein and Peptide Letters, vol. 11, no. 6, pp. 571–576, 2004
  56. Noise reduction in lidar signal based on discrete wavelet transform
    Optics Communications, vol. 233, no. 1-3, pp. 67–76, 2004
  57. Prediction of inter-residue contacts map based on genetic algorithm optimized radial basis function neural network and binary input encoding scheme
    Journal of Computer-Aided Molecular Design, vol. 18, no. 12, pp. 797–810, 2004
  58. Human face recognition based on multi-features using neural networks committee
    Pattern Recognition Letters, vol. 25, no. 12, pp. 1351–1358, 2004
  59. A Constructive Approach for Finding Arbitrary Roots of Polynomials by Neural Networks
    IEEE Transactions on Neural Networks, vol. 15, no. 2, pp. 477–491, 2004
  60. International Journal of Neural Systems, vol. 14, no. 5, p. 337, 2004
  61. International Journal of Pattern Recognition and Artificial Intelligence, vol. 18, no. 8, p. 1473, 2004
  62. A Neural Root Finder of Polynomials Based on Root Moments
    Neural Computation, vol. 16, no. 8, pp. 1721–1762, 2004
  63. Dilation method for finding close roots of polynomials based on constrained learning neural networks
    Physics Letters A, vol. 309, no. 5-6, pp. 443–451, 2003
  64. Combining genetic optimisation with hybrid learning algorithm for radial basis function neural networks
    Electronics Letters, vol. 39, no. 22, p. 1600, 2003
  65. International Journal of Pattern Recognition and Artificial Intelligence, vol. 13, no. 1, p. 65, 1999
  66. International Journal of Pattern Recognition and Artificial Intelligence, vol. 13, no. 6, p. 945, 1999
  67. International Journal of Pattern Recognition and Artificial Intelligence, vol. 13, no. 7, p. 1083, 1999
  68. The local minima-free condition of feedforward neural networks for outer-supervised learning
    IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), vol. 28, no. 3, pp. 477–480, 1998
  69. International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, no. 6, p. 873, 1997