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Ye Zhou

Heilongjiang Academy of Agricultural Sciences

Harbin

China

  • Heilongjiang Academy of Agricultural Sciences

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Portable near-infrared hyperspectral technology fused with machine learning enables simultaneous prediction and classification of protein solubility in peas

Number of pages: 82 Posted: 01 Nov 2025
Jingwen Zhu, Xuchun ZHU, Bingyu Chen, Koris András, Feiyue Ren, Zhaowei Han, Xinmiao Yao, Ye Zhou and Hongzhi Liu
Beijing Technology and Business University, Beijing Technology and Business University, Beijing Technology and Business University, Hungarian University of Agriculture and Life Sciences, Beijing Technology and Business University, Beijing Technology and Business University, Heilongjiang Academy of Agricultural Sciences, Heilongjiang Academy of Agricultural Sciences and Beijing Technology and Business University
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Abstract:

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Pea protein, solubility, Near-infrared (NIR) spectroscopy, Machine Learning (ML), Eigenwavelengths, Varieties classification, Cross-validation