Seungjin Choi

Articles in Scholarly Journals [Incomplete List]

  1. A relative trust-region algorithm for independent component analysis
    Neurocomputing, vol. 70, no. 7-9, pp. 1502–1510, 2007
  2. Learning principal directions: Integrated-squared-error minimization
    Neurocomputing, vol. 70, no. 7-9, pp. 1372–1381, 2007
  3. Robust kernel Isomap
    Pattern Recognition, vol. 40, no. 3, pp. 853–862, 2007
  4. NONNEGATIVE TENSOR FACTORIZATION FOR CONTINUOUS EEG CLASSIFICATION
    International Journal of Neural Systems, vol. 17, no. 04, p. 305, 2007
  5. Coupled Helmholtz machine for PCA
    Electronics Letters, vol. 42, no. 16, p. 936, 2006
  6. Semidefinite spectral clustering
    Pattern Recognition, vol. 39, no. 11, pp. 2025–2035, 2006
  7. A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition
    Pattern Recognition Letters, vol. 27, no. 1, pp. 66–75, 2006
  8. Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine
    Pattern Recognition Letters, vol. 27, no. 9, pp. 996–1001, 2006
  9. Differential learning algorithms for decorrelation and independent component analysis
    Neural Networks, vol. 19, no. 10, pp. 1558–1567, 2006
  10. Sequence-driven features for prediction of subcellular localization of proteins
    Pattern Recognition, vol. 39, no. 12, pp. 2301–2311, 2006
  11. Constrained Projection Approximation Algorithms for Principal Component Analysis
    Neural Processing Letters, vol. 24, no. 1, pp. 53–65, 2006
  12. Maximum within-cluster association
    Pattern Recognition Letters, vol. 26, no. 10, pp. 1412–1422, 2005
  13. Nonnegative features of spectro-temporal sounds for classification
    Pattern Recognition Letters, vol. 26, no. 9, pp. 1327–1336, 2005
  14. Kernel Isomap
    Electronics Letters, vol. 40, no. 25, p. 1612, 2004
  15. Sequential EM learning for subspace analysis
    Pattern Recognition Letters, vol. 25, no. 14, pp. 1559–1567, 2004
  16. Equivariant nonstationary source separation
    Neural Networks, vol. 15, no. 1, pp. 121–130, 2002
  17. Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network
    Neurocomputing, vol. 49, no. 1-4, pp. 299–314, 2002
  18. The Journal of VLSI Signal Processing, vol. 32, no. 1/2, pp. 93–104, 2002
  19. Algebraic differential decorrelation for nonstationary source separation
    Electronics Letters, vol. 37, no. 23, p. 1414, 2001
  20. Blind separation of nonstationary sources in noisy mixtures
    Electronics Letters, vol. 36, no. 9, p. 848, 2000
  21. The Journal of VLSI Signal Processing, vol. 26, no. 1/2, pp. 25–38, 2000
  22. Hybrid learning approach to blind deconvolution of linear MIMO systems
    Electronics Letters, vol. 35, no. 17, p. 1429, 1999
  23. Differential Hebbian-type learning algorithms for decorrelation and independent component analysis
    Electronics Letters, vol. 34, no. 9, p. 900, 1998
  24. Neural Processing Letters, vol. 7, no. 2, pp. 61–68, 1998