Application of machine-learning methods to milk mid-infrared spectra for discrimination of cow milk from pasture or total mixed ration diets.

Frizzarin, M; O'Callaghan, T F; Murphy, T B; Hennessy, D; Casa, A

Frizzarin, M; O'Callaghan, T F; Murphy, T B; Hennessy, D; Casa, A.

Afiliação

Frizzarin M; School of Mathematics and Statistics, University College Dublin, Belfield, Dublin 4, Ireland D04 V1W8; Teagasc, Animal & Grassland Research and Innovation Centre, Moorepark, Fermoy, Co. Cork, Ireland P61 P302.
O'Callaghan TF; VistaMilk SFI Research Center, Moorepark, Fermoy, Ireland P61 P302; School of Food and Nutritional Sciences, University College Cork, Cork, Ireland T12 Y337.
Murphy TB; School of Mathematics and Statistics, University College Dublin, Belfield, Dublin 4, Ireland D04 V1W8; VistaMilk SFI Research Center, Moorepark, Fermoy, Ireland P61 P302.
Hennessy D; Teagasc, Animal & Grassland Research and Innovation Centre, Moorepark, Fermoy, Co. Cork, Ireland P61 P302; VistaMilk SFI Research Center, Moorepark, Fermoy, Ireland P61 P302.
Casa A; School of Mathematics and Statistics, University College Dublin, Belfield, Dublin 4, Ireland D04 V1W8; VistaMilk SFI Research Center, Moorepark, Fermoy, Ireland P61 P302. Electronic address: alessandro.casa@ucd.ie.

J Dairy Sci ; 104(12): 12394-12402, 2021 Dec.

Article em En | MEDLINE | ID: mdl-34593222

Assuntos

Dieta; Leite; Animais; Bovinos; Indústria de Laticínios; Dieta/veterinária; Feminino; Lactação; Aprendizado de Máquina; Espectrofotometria Infravermelho/veterinária

Palavras-chave

Fourier-transform mid-infrared spectroscopy; cow diet; food authentication; machine learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Leite / Dieta Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Animals Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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