Determination of fatty acid profile in cow's milk using mid-infrared spectrometry: Interest of applying a variable selection by genetic algorithms before a PLS regression-Reference-Cited by-同舟云学术

Determination of fatty acid profile in cow's milk using mid-infrared spectrometry: Interest of applying a variable selection by genetic algorithms before a PLS regression

Published:2011-04 Issue:2 Volume:106 Page:183-189
ISSN:0169-7439
Container-title:Chemometrics and Intelligent Laboratory Systems
language:en
Short-container-title:Chemometrics and Intelligent Laboratory Systems

Author:

Ferrand M.,Huquet B.,Barbey S.,Barillet F.,Faucon F.,Larroque H.,Leray O.,Trommenschlager J.M.,Brochard M.

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference27 articles.

1. Estimating fatty acid content in cow milk using mid-infrared spectrometry;Soyeurt;J. Dairy Sci.,2006

2. Genetic variability of lactoferrin content estimated by mid-infrared spectrometry in bovine milk;Soyeurt;J. Dairy Sci.,2007

3. Theoretical justification of wavelength selection in PLS calibration: development of a new algorithm;Spiegelman;Anal. Chem.,1998

4. Genetic algorithm as a strategy for feature selection;Leardi;J. Chemometr.,1992

5. Genetic algorithms applied to feature selection in PLS regression: how and when to use them;Leardi;Anal. Chim. Acta,2002

Cited by 47 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. Genetic parameters of milk mid-infrared spectra and their genetic relationships with milk production and feed efficiency traits in French Lacaune dairy sheep;Journal of Dairy Science;2024-09

2. 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

3. Digitalization of livestock farms through blockchain, big data, artificial intelligence, and Internet of Things;Engineering Applications in Livestock Production;2024

4. Approach to Chemometrics Models by Artificial Neural Network for Structure: First Applications for Estimation Retention Time of Doping Agent;CHEM METHODOL;2023

5. Importance of Mid-Infrared Spectra Regions for the Prediction of Mastitis and Ketosis in Dairy Cows;Animals;2023-03-29