Spectroscopy and Spectral Analysis, Volume. 42, Issue 9, 2830(2022)

Support Vector Machine Optimized by Near-Infrared Spectroscopic Technique Combined With Grey Wolf Optimizer Algorithm to Realize Rapid Identification of Tobacco Origin

Ying-rui GENG1,*... Huan-chao SHEN1,1;, Hong-fei NI2,2;, Yong CHEN1,1; and Xue-song LIU1,1; *; |Show fewer author(s)
Author Affiliations
  • 11. College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310030, China
  • 22. Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Hangzhou 310018, China
  • show less
    References(14)

    [1] O Santos R, D Teixeira I, F Zimmer G et al. Journal of Chemometrics, 34, e3303(2020).

    [2] Baoxing Wang, Lijun Wu, Lei Zhang et al. Journal of Near Infrared Spectroscopy, 28, 153(2020).

    [3] Changhe Cheng, Jun Xia, Boka Xiang et al. Vibrational Spectroscopy, 111, 103182(2020).

    [4] Keqiang Li, Ruidong Li, Xiaobing Zhang et al. Spectroscopy Letters, 53, 685(2020).

    [5] Li Gu, Qi Song, Lichun Xue et al. Journal of Bioinformatics and Computational Biology, 14, 1650033(2016).

    [6] Weile Chen, Jun Deng, Ce Liang et al. Journal of Loss Prevention in the Process Industries, 71, 104439(2021).

    [7] S Dash, U Subudhi. Journal of Industrial Information Integration, 22, 100204(2021).

    [9] Tao Li, Chen Su. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 204, 131(2018).

    [10] Ying Liu, Jingming Ning, Guangxin Ren et al. Journal of Food Composition and Analysis, 98, 103810(2021).

    [11] W Schenck, A Tharwat. Expert Systems with Applications, 167, 114430(2020).

    [12] Longwen Gong, K Tittel F, Jiawei Zhang et al. Environmental Modeling & Assessment, 21, 531(2016).

    [13] A Lewis, S Mirjalili, M Mirjalili S. Advances in Engineering Software, 69, 46(2014).

    [14] Jun Sun, Lin Zhang, Xin Zhou et al. Journal of Food Processing and Preservation, 44, e14591(2020).

    [15] Gao Chen, Yi Yang, Dongyan Zhang et al. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 248, 119139(2020).

    Tools

    Get Citation

    Copy Citation Text

    Ying-rui GENG, Huan-chao SHEN, Hong-fei NI, Yong CHEN, Xue-song LIU. Support Vector Machine Optimized by Near-Infrared Spectroscopic Technique Combined With Grey Wolf Optimizer Algorithm to Realize Rapid Identification of Tobacco Origin[J]. Spectroscopy and Spectral Analysis, 2022, 42(9): 2830

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Aug. 17, 2021

    Accepted: Nov. 16, 2021

    Published Online: Nov. 17, 2022

    The Author Email: GENG Ying-rui (22019084@zju.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2022)09-2830-06

    Topics