LCE: An Augmented Combination of Bagging and Boosting in Python

Autor: Fauvel, Kevin, Fromont, Élisa, Masson, Véronique, Faverdin, Philippe, Termier, Alexandre

lcensemble is a high-performing, scalable and user-friendly Python package for the general tasks of classification and regression. The package implements Local Cascade Ensemble (LCE), a machine learning method that further enhances the prediction per

Externí odkaz: http://arxiv.org/abs/2308.07250

Can healthy diets be achieved worldwide in 2050 without farmland expansion?

Autor: Forslund, Agneta, Tibi, Anaïs, Schmitt, Bertrand, Marajo-Petitzon, Elodie, Debaeke, Philippe, Durand, Jean-Louis, Faverdin, Philippe, Guyomard, Hervé

Publikováno v: In Global Food Security December 2023 39

Effect of a long chain n-3 PUFA-enriched diet on production and reproduction variables in Holstein dairy cows

Autor: Elis, Sebastien, Freret, Sandrine, Desmarchais, Alice, Maillard, Virginie, Cognié, Juliette, Briant, Eric, Touzé, Jean-Luc, Dupont, Mickael, Faverdin, Philippe, Chajès, Véronique, Uzbekova, Svetlana, Monget, Philippe, Dupont, Joëlle

Publikováno v: In Animal Reproduction Science January 2016 164:121-132

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XPM: An explainable-by-design pattern-based estrus detection approach to improve resource use in dairy farms

Autor: Harada, Issei, Fauvel, Kevin, Guyet, Thomas, Masson, Véronique, Termier, Alexandre, Faverdin, Philippe

Publikováno v: Proceedings of the 36th AAAI Conference on Artificial Intelligence. Workshop
AAAI 2022-36th AAAI Conference on Artificial Intelligence
AAAI 2022-36th AAAI Conference on Artificial Intelligence, Feb 2022, Vancouver, Canada. pp.1-10
36th AAAI Conference on Artificial Intelligence. Workshop
36th AAAI Conference on Artificial Intelligence. Workshop, Feb 2022, Vancouver, Canada
AAAI 2022-36th Conference on Artificial Intelligence. Workshop
AAAI 2022-36th Conference on Artificial Intelligence. Workshop, Feb 2022, Vancouver, Canada
In Proceedings of the 36th AAAI Conference on Artificial Intelligence. Workshop
In Proceedings of the 36th AAAI Conference on Artificial Intelligence. Workshop, Feb 2022, Vancouver, Canada

International audience; A powerful automatic detection of estrus, the only period when the cow is susceptible to pregnancy, is a key driver to help farmers with reproduction management and subsequently to improve milk production resource use in dairy

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::f022ad73ed54a20afbbf7f4de6b110bd
https://hal.inria.fr/hal-03483109v2/file/Harada22_XPM.pdf