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    Article

    A single-wavelength laser relaxation spectroscopy-based machine learning solution for apple mechanical damage detection

    Detecting and mitigating mechanical damage in apples during picking and transportation is a critical concern in the agricultural industry. This paper investigates the optimization of a pattern recognition mode...

    Junbo Lian, **gyu Zhang, Quan Liu, Runhao Zhu in Multimedia Tools and Applications (2024)

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    Tomato storage quality predicting method based on portable electronic nose system combined with WOA-SVM model

    In this paper, a portable electronic nose (e-nose) system, combined with the support vector machine model characterized by whale optimization algorithm (WOA-SVM), was developed for tomato storage quality predi...

    Weixiang Zhou, Junbo Lian, **gyu Zhang in Journal of Food Measurement and Characteri… (2023)