• Journal of Infrared and Millimeter Waves
  • Vol. 28, Issue 2, 115 (2009)
HAO Hui-Min1、2、*, Qiao Cong-Ming2, TANG Xiao-Jun1, and LIU Jun-Hua1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: Cite this Article
    HAO Hui-Min, Qiao Cong-Ming, TANG Xiao-Jun, LIU Jun-Hua. APPLICATION OF KERNEL PARTIAL LEAST SQUARE FEATURE EXTRACTION TO QUANTITATIVE ANALYSIS OF FTIR SPECTROSCOPY OF MULTICOMPONENT GAS MIXTURE[J]. Journal of Infrared and Millimeter Waves, 2009, 28(2): 115 Copy Citation Text show less
    References

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    [7] Rosipal R, Trejo L J. Kernel partial least squares regression in reproducing kernel hilbert space[J]. Journal of Machine Learning Research, 2001, 2 (12): 97—123.

    [8] Rosipal R, Trejo L J, Wheeler K. Locally-Based Kernal PLS Smoothing to Non-Parametric Regression Curve Fitting. Download from: http://www.ofai.at/~roman.rosipal/Papers/wp03.pdf.

    [9] Rosipal R. Kernel partial least squares for nonlinear regression and discrimination[J]. Neural Networks World, 2003, 13 (3):291—300.

    [10] Momma M, Bennett K P. Sparse Kernel Partial Least Squares Regression [M]. Lecture Notes Computer Science, 2003, 2777: 216—230.

    [11] Tenenhaus A, Giron A, Viennet E, et al. Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification[J]. Computational Statistics & Data Analysis, 2007, 51 (9):4083—4100.

    [13] Rosipal R, Trejo L J, Matthews B. Kernel PLS-SVC for Linear and Nonlinear Classification[C]. In: Proceedings of the Twentieth International Conference on Machine Learning (ICML-2003), Washington DC, 2003, Download from:http://www.hpl.hp.com/conferences/icml 2003/papers/110.pdf.

    [14] Taylor J S, Cristianini N. Kernel Methods for Pattern Analysis [M]. Cambridge University Press, Cambridge, England, 2004, 187—192.

    HAO Hui-Min, Qiao Cong-Ming, TANG Xiao-Jun, LIU Jun-Hua. APPLICATION OF KERNEL PARTIAL LEAST SQUARE FEATURE EXTRACTION TO QUANTITATIVE ANALYSIS OF FTIR SPECTROSCOPY OF MULTICOMPONENT GAS MIXTURE[J]. Journal of Infrared and Millimeter Waves, 2009, 28(2): 115
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