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Illuminating The Path To Enhanced Resilience Of Machine Learning Models Against The Shadows Of Missing Labels
Nikolay, Simankov, Rachid, Tahzima, Sebastien, Massart, Helene, Soyeurt
Published in IEEE journal of biomedical and health informatics (08.04.2025)
Published in IEEE journal of biomedical and health informatics (08.04.2025)
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Residual analysis for the identification of potential mid-infrared-derived biomarkers of heat stress in dairy cattle
Lemal, Pauline, Grelet, Clément, Dehareng, Frédéric, Soyeurt, Hélène, Schroyen, Martine, Gengler, Nicolas
Published in Journal of dairy science (01.02.2025)
Published in Journal of dairy science (01.02.2025)
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Exploring the relationship between predicted negative energy balance and its biomarkers of Holstein cows in first-parity early lactation
Hu, Hongqing, Franceschini, Sébastien, Lemal, Pauline, Grelet, Clément, Chen, Yansen, Atashi, Hadi, Wijnrocx, Katrien, Soyeurt, Hélène, Gengler, Nicolas
Published in Journal of dairy science (01.05.2025)
Published in Journal of dairy science (01.05.2025)
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The Walloon farmers position differently their ideal dairy production system between a global-based intensive and a local-based extensive model of farm
Dalcq, Anne-Catherine, Dogot, Thomas, Beckers, Yves, Brostaux, Yves, Froidmont, Eric, Vanwindekens, Frédéric, Soyeurt, Hélène
Published in PloS one (03.12.2020)
Published in PloS one (03.12.2020)
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Development of Machine Learning Models to Predict Compressed Sward Height in Walloon Pastures Based on Sentinel-1, Sentinel-2 and Meteorological Data Using Multiple Data Transformations
Nickmilder, Charles, Tedde, Anthony, Dufrasne, Isabelle, Lessire, Françoise, Tychon, Bernard, Curnel, Yannick, Bindelle, Jérome, Soyeurt, Hélène
Published in Remote sensing (Basel, Switzerland) (25.01.2021)
Published in Remote sensing (Basel, Switzerland) (25.01.2021)
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Integrating heterogeneous across-country data for proxy-based random forest prediction of enteric methane in dairy cattle
Negussie, Enyew, González-Recio, Oscar, Battagin, Mara, Bayat, Ali-Reza, Boland, Tommy, de Haas, Yvette, Garcia-Rodriguez, Aser, Garnsworthy, Philip C., Gengler, Nicolas, Kreuzer, Michael, Kuhla, Björn, Lassen, Jan, Peiren, Nico, Pszczola, Marcin, Schwarm, Angela, Soyeurt, Hélène, Vanlierde, Amélie, Yan, Tianhai, Biscarini, Filippo
Published in Journal of dairy science (01.06.2022)
Published in Journal of dairy science (01.06.2022)
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Creation of a Walloon Pasture Monitoring Platform Based on Machine Learning Models and Remote Sensing
Nickmilder, Charles, Tedde, Anthony, Dufrasne, Isabelle, Lessire, Françoise, Glesner, Noémie, Tychon, Bernard, Bindelle, Jérome, Soyeurt, Hélène
Published in Remote sensing (Basel, Switzerland) (01.04.2023)
Published in Remote sensing (Basel, Switzerland) (01.04.2023)
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Feeding sows resistant starch during gestation and lactation impacts their faecal microbiota and milk composition but shows limited effects on their progeny
Leblois, Julie, Massart, Sébastien, Soyeurt, Hélène, Grelet, Clément, Dehareng, Frédéric, Schroyen, Martine, Li, Bing, Wavreille, José, Bindelle, Jérôme, Everaert, Nadia
Published in PloS one (03.07.2018)
Published in PloS one (03.07.2018)
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Detection of Dairy Herd Management Issues Using Fatty Acid Profiles Predicted by Mid-Infrared Spectrometry
Franceschini, Sébastien, Fastré, Claire, Nickmilder, Charles, Santschi, Débora E., Warner, Daniel, Bahadi, Mazen, Bertozzi, Carlo, Veselko, Didier, Dehareng, Frédéric, Gengler, Nicolas, Soyeurt, Hélène
Published in Animals (Basel) (28.05.2025)
Published in Animals (Basel) (28.05.2025)
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Consumers' attitudes and willingness to pay for chicken in Côte d'Ivoire
Traore, Bintou, Silué, Nahoulé, Soyeurt, Hélène, Beckers, Yves
Published in Biotechnologie, agronomie, société et environnement (2025)
Published in Biotechnologie, agronomie, société et environnement (2025)
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Prediction of Indirect Indicators of a Grass-Based Diet by Milk Fourier Transform Mid-Infrared Spectroscopy to Assess the Feeding Typologies of Dairy Farms
Soyeurt, Hélène, Gerards, Cyprien, Nickmilder, Charles, Bindelle, Jérôme, Franceschini, Sébastien, Dehareng, Frédéric, Veselko, Didier, Bertozzi, Carlo, Gengler, Nicolas, Marvuglia, Antonino, Bayram, Alper, Tedde, Anthony
Published in Animals (Basel) (04.10.2022)
Published in Animals (Basel) (04.10.2022)
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Harvesting Insights from the Sky: Satellite-Powered Automation for Detecting Mowing Based on Predicted Compressed Sward Heights
Dichou, Killian, Nickmilder, Charles, Tedde, Anthony, Franceschini, Sébastien, Brostaux, Yves, Dufrasne, Isabelle, Lessire, Françoise, Glesner, Noémie, Soyeurt, Hélène
Published in Applied sciences (01.03.2024)
Published in Applied sciences (01.03.2024)
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Appropriate Data Quality Checks Improve the Reliability of Values Predicted from Milk Mid-Infrared Spectra
Zhang, Lei, Li, Chunfang, Dehareng, Frédéric, Grelet, Clément, Colinet, Frédéric, Gengler, Nicolas, Brostaux, Yves, Soyeurt, Hélène
Published in Animals (Basel) (18.02.2021)
Published in Animals (Basel) (18.02.2021)
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Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data
Debauche, Olivier, Nkamla Penka, Jean Bertin, Hani, Moad, Guttadauria, Adriano, Ait Abdelouahid, Rachida, Gasmi, Kaouther, Ben Hardouz, Ouafae, Lebeau, Frédéric, Bindelle, Jérôme, Soyeurt, Hélène, Gengler, Nicolas, Manneback, Pierre, Benjelloun, Mohammed, Bertozzi, Carlo
Published in Information (Basel) (01.06.2023)
Published in Information (Basel) (01.06.2023)
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Can We Observe Expected Behaviors at Large and Individual Scales for Feed Efficiency-Related Traits Predicted Partly from Milk Mid-Infrared Spectra?
Zhang, Lei, Gengler, Nicolas, Dehareng, Frédéric, Colinet, Frédéric, Froidmont, Eric, Soyeurt, Hélène
Published in Animals (Basel) (18.05.2020)
Published in Animals (Basel) (18.05.2020)
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Multiple Breeds and Countries’ Predictions of Mineral Contents in Milk from Milk Mid-Infrared Spectrometry
Christophe, Octave S., Grelet, Clément, Bertozzi, Carlo, Veselko, Didier, Lecomte, Christophe, Höeckels, Peter, Werner, Andreas, Auer, Franz-Josef, Gengler, Nicolas, Dehareng, Frédéric, Soyeurt, Hélène
Published in Foods (21.09.2021)
Published in Foods (21.09.2021)
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Multiple Country Approach to Improve the Test-Day Prediction of Dairy Cows’ Dry Matter Intake
Tedde, Anthony, Grelet, Clément, Ho, Phuong, Pryce, Jennie, Hailemariam, Dagnachew, Wang, Zhiquan, Plastow, Graham, Gengler, Nicolas, Froidmont, Eric, Dehareng, Frédéric, Bertozzi, Carlo, Crowe, Mark, Soyeurt, Hélène
Published in Animals (Basel) (04.05.2021)
Published in Animals (Basel) (04.05.2021)
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Effects of Wheat Bran Applied to Maternal Diet on the Intestinal Architecture and Immune Gene Expression in Suckling Piglets
Leblois, Julie, Zhang, Yuping, Wavreille, José, Uerlings, Julie, Schroyen, Martine, Sureda, Ester Arévalo, Soyeurt, Hélène, Dehareng, Frédéric, Grelet, Clément, Oswald, Isabelle P., Li, Bing, Bindelle, Jérôme, Zhang, Hongfu, Everaert, Nadia
Published in Animals (Basel) (01.11.2020)
Published in Animals (Basel) (01.11.2020)
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