Predicting moisture content during maize nixtamalization using machine learning with NIR spectroscopy
Author:
Funder
Directorate for Biological Sciences
PepsiCo
Iowa Agriculture and Home Economics Research Station
USDA-ARS base funds
Publisher
Springer Science and Business Media LLC
Subject
Genetics,Agronomy and Crop Science,General Medicine,Biotechnology
Link
https://link.springer.com/content/pdf/10.1007/s00122-021-03926-8.pdf
Reference38 articles.
1. Aenugu HPR, Kumar DS, Parthiban N et al (2011) Near infra red spectroscopy—an overview. ChemTech 3:12
2. Altschul SF, Gish W, Miller W et al (1990) Basic local alignment search tool. J Mol Biol 215:403–410. https://doi.org/10.1016/S0022-2836(05)80360-2
3. Balabin RM, Lomakina EI (2011) Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data. Analyst 136:1703. https://doi.org/10.1039/c0an00387e
4. Barratt S, Sharma R (2018) Optimizing for generalization in machine learning with cross-validation gradients. ArXiv180507072 Cs Stat
5. Bates D, Mächler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Softw 67. https://doi.org/10.18637/jss.v067.i01
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Temporally resolved growth patterns reveal novel information about the polygenic nature of complex quantitative traits;2024-07-02
2. Robust and Accurate Classification of Mutton Adulteration Under Food Additives Effect Based on Multi-Part Depth Fusion Features and Optimized Support Vector Machine;Food Analytical Methods;2023-03-18
3. Variability in changes of acrylamide precursors during nixtamalization for masa production;LWT;2022-05
4. Integrating Genomic and Phenomic Approaches to Support Plant Genetic Resources Conservation and Use;Plants;2021-10-22
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3