Mining data from milk mid-infrared spectroscopy and animal characteristics to improve the prediction of dairy cow's liveweight using feature selection algorithms based on partial least squares and Elastic Net regressions-Reference-Cited by-同舟云学术

Mining data from milk mid-infrared spectroscopy and animal characteristics to improve the prediction of dairy cow's liveweight using feature selection algorithms based on partial least squares and Elastic Net regressions

Published:2021-05 Issue: Volume:184 Page:106106
ISSN:0168-1699
Container-title:Computers and Electronics in Agriculture
language:en
Short-container-title:Computers and Electronics in Agriculture

Author:

Zhang Lei,Tedde Anthony,Ho Phuong,Grelet Clément,Dehareng Frédéric,Froidmont Eric,Gengler Nicolas,Brostaux Yves,Hailemariam Dagnachew,Pryce Jennie,Soyeurt Hélène

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference56 articles.

1. Milk casein and fatty acid fractions in early lactation are affected by nutritional regulation of body condition score at the beginning of the transition period in primiparous and multiparous cows under grazing conditions;Artegoitia;J. Anim. Physiol. Anim. Nutr. (Berl.),2013

2. Technical note: Prediction of liveweight from linear conformation traits in dairy cattle;Banos;J. Dairy Sci.,2012

3. An Interdisciplinary Review of Body Condition Scoring for Dairy Cattle;Bewley;Prof. Anim. Sci.,2008

4. Genetic analysis of the Fourier-transform infrared spectra of bovine milk with emphasis on individual wavelengths related to specific chemical bonds;Bittante;J. Dairy Sci.,2013

5. Bjørn-Helge Mevik, R.W., K.H.L., 2019. Partial Least Squares and Principal Component Regression. R package version 2.7-2.

Cited by 10 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. Selection of the most informative wavenumbers to improve prediction accuracy of milk fatty acid profile based on milk mid‐infrared spectra data;Animal Research and One Health;2024-07-08

2. Prediction of Health Status of Small-Tailed Cold Sheep Based on Improved BP Neural Network;Electronics;2024-07-02

3. Milk phenomics: leveraging biological bonds with blood and infrared technologies for evaluating animal nutritional and health status;Italian Journal of Animal Science;2024-06-03

4. Forecast of the outlet turbidity and filtered volume in different microirrigation filters and filtration media by using machine learning techniques;Journal of Computational and Applied Mathematics;2024-03

5. A Novel Multimodal Image Feature Fusion Mechanism: Application to Rabbit Liveweight Estimation in Commercial Farms;2024