Spectroscopy and Spectral Analysis, Volume. 37, Issue 1, 299(2017)

Novel Variable Selection Method Based on Uninformative Variable Elimination and Ridge Extreme Learning Machine:CO Gas Concentration Retrieval Trial

CHEN Yuan-yuan1...2,3,*, WANG Zhi-bin1,2,3, and WANG Zhao-ba1,23 |Show fewer author(s)
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    References(37)

    [1] [1] Z. Xiaobo, Z. Jiewen, Povey M J, et al. Anal. Chim. Acta, 2010, 667(1-2): 14.

    [2] [2] Javier Moros J K, Guillermo Quintas, Salvador Garrigues, et al. Anal. Chim. Acta, 2008, 630(2): 150.

    [3] [3] Frénay Benot, Mark van Heeswijk, Yoan Miche, et al. Neurocomputing, 2013, 102: 111.

    [4] [4] Huang G B, Zhu Q Y, Siew C K. Neurocomputing, 2006, 70(1-3): 489.

    [5] [5] Li G Q, Niu P F. Neural Comput. Appl., 2013, 22: 803.

    [6] [6] Araújo M C U, Saldanha T C B, Galvao R K H, et al. Chemometr. Intell. Lab, 2001, 57(2): 65.

    [7] [7] Liu F, Jiang Y, He Y. Anal. Chim. Acta, 2009, 635(1): 45.

    [8] [8] Pontes M J C, Cortez J, Galvao R K H, et al. Analytica Chimica Acta, 2009, 642(1-2): 12.

    [9] [9] Ouyang A G, Liu J. Meas. Sci. Technol., 2013, 24.

    [10] [10] Centner V, Massart D L, deNoord O E, et al. Anal. Chem., 1996, 68(21): 3851.

    [11] [11] Abrahamsson C, Johansson J, Sparen A, et al. Chemometr. Intell. Lab, 2003, 69(1-2): 3.

    [12] [12] Cai W S, Li Y K, Shao X G. Chemometr. Intell. Lab, 2008, 90(2): 188.

    [13] [13] Todeschini R, Galvagni D, Vilchez J L, et al. Trac-Trend. Anal. Chem., 1999, 18(2): 93.

    [14] [14] Boger Z. Analytica Chimica Acta, 2003, 490: 31.

    [15] [15] Lucasius C B, Beckers M L M, Kateman G. Analytica Chimica Acta, 1994, 286(2): 135.

    [16] [16] Leardi R, Gonzalez A L. Chemometr. Intell. Lab, 1998, 41: 195.

    [17] [17] Leardi R, Seasholtz M B, Pell R J. Analytica Chimica Acta, 2002, 461(2): 189.

    [18] [18] Ghasemi J, Niazi A, Leardi R. Talanta, 2003, 59(2): 311.

    [19] [19] Abdollahi H, Bagheri L. Analytica Chimica Acta, 2004, 514(2): 211.

    [20] [20] Gourvenec S, Capron X, Massart D L. Analytica Chimica Acta, 2004, 519(1): 11.

    [21] [21] Durand A, Devos O, Ruckebusch C. Analytica Chimica Acta, 2007, 595(1-2): 72.

    [22] [22] da Costa Filho P A. Anal. Chim. Acta, 2009, 631(2): 206.

    [23] [23] Givianrad M H, Saber-Tehrani M, Zarin S, et al. Journal of the Serbian Chemical Society, 2013, 78(4): 555.

    [24] [24] Norgaard L, Saudland A, Wagner J, et al. Appl. Spectrosc., 2000, 54(3): 413.

    [25] [25] Pereira A F C, Pontes M J C, Gambarra F F, et al. Food Res. Int., 2008,41: 341.

    [26] [26] Cramer J A, Kramer K E, Johnson K J, et al. Chemometr. Intell. Lab, 2008, 92(1): 13.

    [27] [27] Zou X B, Zhao J W, Huang X Y, et al. Chemometr. Intell. Lab, 2007, 87(1): 43.

    [28] [28] Zou X B, Zhao H W, Li Y X. Vib. Spectrosc., 2007, 44: 220.

    [29] [29] Hemmateenejad B, Akhond M, Samari F. Spectrochim Acta A, 2007, 67(3-4): 958.

    [30] [30] Chen D, Cai W S, Shao X G. Chemometr. Intell. Lab, 2007, 87: 312.

    [31] [31] Bogomolov A, Hachey M. Chemometr. Intell. Lab, 2007, 88(1): 132.

    [32] [32] Kasemsumran S, Du Y P, Maruo K, et al. Chemometr. Intell. Lab, 2006, 82: 97.

    [33] [33] Norgaard L, Hahn M T, Knudsen L B, et al. Int. Dairy J, 2005, 15(12): 1261.

    [34] [34] Stordrange L, Rajalahti T, Libnau F O. Chemometr. Intell. Lab, 2004, 70(2): 137.

    [35] [35] Du Y P, Liang Y Z, Jiang J H, et al. Analytica Chimica Acta, 2004, 501(2): 183.

    [36] [36] Baskir I M, Drozd A V. Chemometr. Intell. Lab, 2003, 66(1): 89.

    [37] [37] Jiang J H, Berry R J, Siesler H W, et al. Anal. Chem., 2002, 74(14): 3555.

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    CHEN Yuan-yuan, WANG Zhi-bin, WANG Zhao-ba. Novel Variable Selection Method Based on Uninformative Variable Elimination and Ridge Extreme Learning Machine:CO Gas Concentration Retrieval Trial[J]. Spectroscopy and Spectral Analysis, 2017, 37(1): 299

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    Paper Information

    Received: Sep. 24, 2015

    Accepted: --

    Published Online: Feb. 9, 2017

    The Author Email: Yuan-yuan CHEN (chenyy@nuc.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2017)01-0299-07

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