Spectroscopy and Spectral Analysis, Volume. 45, Issue 5, 1251(2025)

Using DANN to Classify the Mango Varieties With NIR Spectroscopy

LI Tong-le1, CHEN Xiao2, CHEN Xiao-jing1, CHEN Xi1, YUAN Lei-ming1, SHI Wen1, and HUANG Guang-zao1、*
Author Affiliations
  • 1College of Electrical and Electronic Engineering, Wenzhou University, Wenzhou 325000, China
  • 2Wenzhou Institute of Industry & Science, Wenzhou 325000, China
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    References(18)

    [1] [1] Aly Farag El Sheikha, Isabelle Mtayer, Didier Montet. Food Biotechnology, 2011, 25: 115.

    [2] [2] Nicola B M, Beullens K, Bobelyn E, et al. Postharvest Biol. Postharvest Biology and Technology, 2007, 46(2): 99.

    [3] [3] Rasool Khodabakhshian, Bagher Emadi, Mehdi Khojastehpour, et al. International Journal of Food Properties, 2017, 20(1): 41.

    [4] [4] Rong D, Wang H, Ying Y, et al. Electron. Computers and Electronics in Agriculture, 2020, 175: 105553.

    [5] [5] Jerome J, Workman J. Applied Spectroscopy, 2018, 72(3): 340.

    [6] [6] Wang Yongdong, Veltkamp D J, Kowalski B R. Analytical Chemistry, 1991, 63(23): 2750.

    [7] [7] Bouveresse E, Massart D L. Chemometrics and Intelligent Laboratory Systems, 1996, 32(2): 201.

    [8] [8] Du W, Chen Z P, Zhong L J. Analytica Chimica Acta, 2011, 690(1): 64.

    [9] [9] Nikzad Langerodi R, Zellinger W, Lughofer E, et al. Analytical Chemistry, 2018, 90(11): 6693.

    [10] [10] Huang G, Chen X, Li L. Chemometrics and Intelligent Laboratory Systems, 2020, 201: 103986.

    [11] [11] Zeaiter M, Roger J M, Bellon-Maurel V. Chemometrics and Intelligent Laboratory Systems, 2006, 80(2): 227.

    [12] [12] Diaz V F, Roger J M, Saeys W. Analytica Chimica Acta, 2022, 1225: 340154.

    [13] [13] Pan S J, Tsang I W, Kwok J T, et al. IEEE Transactions on Neural Networks, 2011, 22(2): 199.

    [14] [14] Mishra P, Roger J M, Rutledge D N, et al. Postharvest Biology and Technology, 2020, 170: 111326.

    [15] [15] Zhao X, Liu S, Que H, et al. Sensors, 2023, 23(19).

    [16] [16] Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, et al. Journal of Machine Learning Research, 2016, 17(59): 1.

    [17] [17] Rodriguez-Vazquez J, Fernandez-Cortizas M, Perez-Saura D, et al. Remote Sensing, 2023, 15(6): 1700.

    [18] [18] Anderson N T, Walsh K B, Subedi P P, et al. Postharvest Biology and Technology, 2020, 168: 111202.

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    LI Tong-le, CHEN Xiao, CHEN Xiao-jing, CHEN Xi, YUAN Lei-ming, SHI Wen, HUANG Guang-zao. Using DANN to Classify the Mango Varieties With NIR Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2025, 45(5): 1251

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    Paper Information

    Received: Jun. 24, 2024

    Accepted: May. 21, 2025

    Published Online: May. 21, 2025

    The Author Email: HUANG Guang-zao (guangzh@wzu.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2025)05-1251-06

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