• The Journal of Light Scattering
  • Vol. 37, Issue 1, 129 (2025)
CUI Liang1,*, ZHAN Jungui2, and HE Changtao3
Author Affiliations
  • 1Jiangsu Food & Pharmaceutical Science College, Huaian 223003, China
  • 2College of Artificial Intelligence, Nanjing Agricultural University, Nanjing 210031, China
  • 3School of Food Science and Technology, Jiangnan University1, Wuxi 214122, China
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    DOI: 10.13883/j.issn1004-5929.202501018 Cite this Article
    CUI Liang, ZHAN Jungui, HE Changtao. LED fluorescence spectroscopy combined with convolutional neural network algorithm for predicting the mixed concentration of walnut oil and sunflower oil[J]. The Journal of Light Scattering, 2025, 37(1): 129 Copy Citation Text show less
    References

    [11] Emmanouil O, Aggeliki K, Aikaterini Z, et al. Rapid Detection of Benzo[a]pyrene in Extra Virgin Olive Oil Using Fluorescence Spectroscopy[J]. Molecules, 2023, 28(11): 4386.

    [12] Ali H, Saleem M, Anser R M, et al. Validation of Fluorescence Spectroscopy to Detect Adulteration of Edible Oil in Extra Virgin Olive Oil (EVOO) by Applying Chemometrics[J]. Applied Spectroscopy, 2018, 72(9): 1371-1379.

    [13] Riza A F D, Kondo N, Rotich K V, et al. Cultivar and geographical origin authentication of Italian extra virgin olive oil using front-face fluorescence spectroscopy and chemometrics[J]. Food Control, 2020, 121, 107604.

    [16] Pu H P, Yu J X, Sun D W, et al. Distinguishing pericarpium citri reticulatae of different origins using terahertz time-domain spectroscopy combinedwith convolutional neural networks[J]. Spectrochimica Acta Part A, Molecular and Biomolecular Spectroscopy, 2023, 299: 122771.

    [17] Malek S, Melgani F, Bazi Y. One-dimensional convolutional neural networks for spectroscopic signal regression[J]. Journal of Chemometrics, 2017, 35(5): 2977.

    CUI Liang, ZHAN Jungui, HE Changtao. LED fluorescence spectroscopy combined with convolutional neural network algorithm for predicting the mixed concentration of walnut oil and sunflower oil[J]. The Journal of Light Scattering, 2025, 37(1): 129
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