1Determination of internal qualities of Newhall navel oranges based on NIR spectroscopy using machine learning

作者： Liu, Cong; Yang, Simon X.; Liu, Cong; Deng, Lie; SCI

机构： Hohai Univ, Coll Comp & Informat Engn, Nanjing 211100, Jiangsu, Peoples R China; Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, Canada; Yancheng Inst Technol, Yancheng 224051, Peoples R China; Chinese Acad Agr Sci, Southwest Univ, Citrus Res Inst, Chongqing 400715, Peoples R China;

来源：JOURNAL OF FOOD ENGINEERING

关键词： Near infrared spectroscopy Food quality Machine learning

2A comparative study for least angle regression on NIR spectra analysis to determine internal qualities of navel oranges

作者： Liu, Cong; Yang, Simon X.; Liu, Cong; Deng, Lie; SCI

机构： Yancheng Inst Technol, Yancheng 224051, Peoples R China; Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, Canada; Hohai Univ, Coll Comp & Informat Engn, Nanjing 211100, Jiangsu, Peoples R China; Southwest Univ, Chinese Acad Agr Sci, Citrus Res Inst, Chongqing 400715, Peoples R China;

来源：EXPERT SYSTEMS WITH APPLICATIONS

关键词： Least angle regression Machine learning Near infrared spectra Navel orange

年份：2015

3Noise level penalizing robust Gaussian process regression for NIR spectroscopy quantitative analysis

作者： Liu, Cong; Xu, Lijuan; Yang, Simon X.; Li, Xiaofang; Li, Xiaofang; Deng, Lie; SCI

机构： Yancheng Inst Technol, Yancheng 224051, Peoples R China; Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, Canada; Changzhou Inst Technol, Sch Comp Sci & Informat Engn, Changzhou 213032, Peoples R China; Jiangsu Collaborat Innovat Ctr Cultural Creat, Changzhou 213032, Peoples R China; Southwest Univ, Citrus Res Inst, Chinese Acad Agr Sci, Chongqing 400715, Peoples R China;

来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

关键词： Noise level penalizing; Near-infrared spectroscopy; Quantitative analysis; Robust Gaussian process

年份：2020