The Journal of Light Scattering, Volume. 37, Issue 2, 299(2025)

Quantification of grape seed oil by fluorescence combined with Sammon mapping and support vector machine

SONG Su1,2、*, WANG Fangzheng2, GAO Jianan3, and LIU Hongsen4
Author Affiliations
  • 1School of Public Fundamentals, Jiangsu Vocational College of Medicine, Yancheng 224000, China
  • 2Department of Mathematics and Information Technology, The Education University of Hong Kong, Hongkong 999077, China
  • 3College of Artificial Intelligence, Nanjing Agricultural University, Nanjing 210031, China
  • 4School of Computer Science and Engineering, Southeast University, Nanjing 211189, China
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    References(6)

    [10] [10] Wang H P, Xin Y J, Ma H Z, et al. Rapid detection of Chinese-specific peony seed oil by using confocal Raman spectroscopy and chemometrics[J]. Food chemistry, 2021, 362: 130041.

    [11] [11] Mesentean S, Fischer S, Smith J C. Analyzing large-scale structural change in proteins: comparison of principal component projection and Sammon mapping[J]. Proteins-structure Function & Bioinformatics, 2010, 64(1): 210-218.

    [12] [12] Chen X, Ge X, Sun R, et al. A SVM based demand response capacity prediction model considering internal factors under composite program[J]. Energy, 2024, 300: 131460.

    [13] [13] Liu Z, Luo N N, Zhang J L, et al. Raman spectroscopy for the discrimination and quantification of fuel blends[J]. Journal of Raman Spectroscopy, 2019, 50(7): 1008-1014.

    [14] [14] Kyriakidis N B, Skarkalis P. Fluorescence spectra measurement of olive oil and other vegetable oils[J]. Journal of Aoac International, 2000, 83(6): 1435-1439.

    [16] [16] Ma S J, Li Y Y, Peng Y K, et al. Laser induced fluorescence system for assessment of PV of sunflower oil[J]. Transactions of the Chinese Society for Agricultural Machinery, 2021, 52(12): 386-392.

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    SONG Su, WANG Fangzheng, GAO Jianan, LIU Hongsen. Quantification of grape seed oil by fluorescence combined with Sammon mapping and support vector machine[J]. The Journal of Light Scattering, 2025, 37(2): 299

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    Paper Information

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    Received: Sep. 25, 2024

    Accepted: Jul. 31, 2025

    Published Online: Jul. 31, 2025

    The Author Email: SONG Su (songsu1991@163.com)

    DOI:10.13883/j.issn1004-5929.202502018

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