Hélène Soyeurt - Dissemin

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All papers authored by Hélène Soyeurt

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2024 Killian Dichou, Charles Nickmilder

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, Anthony Tedde, Sébastien Franceschini

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, Yves Brostaux

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, Isabelle Dufrasne, Françoise Lessire, Noémie Glesner, Hélène Soyeurt

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Harvesting Insights from the Sky: Satellite-Powered Automation for Detecting Mowing Based on Predicted Compressed Sward Heights

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2023 H. Atashi

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, Y. Chen

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, X. Hubin

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, H. Soyeurt

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Single-step genome-wide association for selected milk fatty acids in Dual-Purpose Belgian Blue cows

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Olivier Debauche

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, Jean Bertin Nkamla Penka

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, Adriano Guttadauria

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, Rachida Ait Abdelouahid

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, Kaouther Gasmi

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, Ouafae Ben Hardouz

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, Frédéric Lebeau

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, Jérôme Bindelle

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, Hélène Soyeurt

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, Nicolas Gengler

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, Pierre Manneback

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, Mohammed Benjelloun

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, Carlo Bertozzi

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Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data

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Charles Nickmilder

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, Anthony Tedde, Isabelle Dufrasne, Françoise Lessire, Noémie Glesner, Bernard Tychon, Jérome Bindelle

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, Hélène Soyeurt

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Creation of a Walloon Pasture Monitoring Platform Based on Machine Learning Models and Remote Sensing

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H. Soyeurt

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Fourier transform mid-infrared milk screening to improve milk production and processing

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2022 Hélène Soyeurt

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, Cyprien Gerards, Charles Nickmilder, Jérôme Bindelle

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, Sébastien Franceschini

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, Frédéric Dehareng

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, Didier Veselko, Carlo Bertozzi, Nicolas Gengler

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, Antonino Marvuglia

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, Alper Bayram, Anthony Tedde

Prediction of Indirect Indicators of a Grass-Based Diet by Milk Fourier Transform Mid-Infrared Spectroscopy to Assess the Feeding Typologies of Dairy Farms

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Enyew Negussie

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, Oscar González-Recio

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, Mara Battagin

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, Ali-Reza Bayat

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, Yvette de Haas

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, Aser Garcia-Rodriguez

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, Philip C. Garnsworthy

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, Nicolas Gengler

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, Michael Kreuzer

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, Marcin Pszczola

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, Angela Schwarm

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and 4 other authors

Integrating heterogeneous across-country data for proxy-based random forest prediction of enteric methane in dairy cattle

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2021 Laurie Josselin, Caroline De Clerck

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, Marthe De Boevre

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, Antonio Moretti

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, M. Haïssam Jijakli, Hélène Soyeurt

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, Marie-Laure Fauconnier

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Volatile Organic Compounds Emitted by Aspergillus flavus Strains Producing or Not Aflatoxin B1

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Octave S. Christophe

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, Clément Grelet

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, Carlo Bertozzi, Didier Veselko, Christophe Lecomte, Peter Höeckels, Andreas Werner, Franz-Josef Auer, Nicolas Gengler

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, Frédéric Dehareng

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, Hélène Soyeurt

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Multiple Breeds and Countries’ Predictions of Mineral Contents in Milk from Milk Mid-Infrared Spectrometry

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Y. Chen

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, H. Soyeurt

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Genetic analysis of milk urea concentration and its genetic relationship with selected traits of interest in dairy cows

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Hélène Wilmot

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, Jeanne Bormann, Hélène Soyeurt

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, Xavier Hubin, Géry Glorieux

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, Patrick Mayeres, Carlo Bertozzi

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, Nicolas Gengler

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Development of a genomic tool for breed assignment by comparison of different classification models: Application to three local cattle breeds

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

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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

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Lei Zhang, Chunfang Li, Frédéric Dehareng

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, Clément Grelet

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, Frédéric Colinet, Nicolas Gengler

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, Yves Brostaux

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, Hélène Soyeurt

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Appropriate Data Quality Checks Improve the Reliability of Values Predicted from Milk Mid-Infrared Spectra

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Charles Nickmilder, Anthony Tedde, Isabelle Dufrasne, Françoise Lessire

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, Bernard Tychon, Yannick Curnel, Jérome Bindelle

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, Hélène Soyeurt

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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

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Z. Wang, C. Wathes, D. Werling, A. Wylie, S. Zhang, J. Zhao, L. Yang, Zhiquan Wang, Anthony Tedde, A. Fahey, F. Carter, Clément Grelet, E. Matthews, A.-D. Santoro, C. Byrne and 89 other authors

Validation of Dairy Cow Bodyweight Prediction Using Traits Easily Recorded by Dairy Herd Improvement Organizations and Its Potential Improvement Using Feature Selection Algorithms

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2020 Anne-Catherine Dalcq

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, Thomas Dogot, Yves Beckers, Yves Brostaux, Eric Froidmont, Frédéric Vanwindekens, Hélène Soyeurt

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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

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H. Soyeurt

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, A. Tedde

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A comparison of 4 different machine learning algorithms to predict lactoferrin content in bovine milk from mid-infrared spectra

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Amélie Vanlierde

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, Frédéric Dehareng, Nicolas Gengler, Eric Froidmont, Sinead McParland, Michael Kreuzer, Matthew Bell, Peter Lund, Cécile Martin, Björn Kuhla, Hélène Soyeurt

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Improving robustness and accuracy of predicted daily methane emissions of dairy cows using milk mid‐infrared spectra

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This paper was not found in any repository, but could be made available legally by the author.

C. Grelet, P. Dardenne, H. Soyeurt

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, J. A. Fernandez, A. Vanlierde, F. Steevens, F. Stevens, N. Gengler, F. Dehareng

Large-scale phenotyping in dairy sector using milk MIR spectra: key factors affecting the quality of predictions

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