Hélène Soyeurt

According to our database, Hélène Soyeurt authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Illuminating the Path to Enhanced Resilience of Machine Learning Models Against the Shadows of Missing Labels.

Nikolay Simankov, Rachid Tahzima, Sébastien Massart, Hélène Soyeurt

IEEE J. Biomed. Health Informatics, December, 2025

2024

Assessing traditional and machine learning methods to smooth and impute device-based body condition score throughout the lactation in dairy cows.

José O. Chelotti, H. Atashi, Mariano Ferrero, Clément Grelet, Hélène Soyeurt, Leonardo L. Giovanini, Hugo Leonardo Rufiner, Nicolas Gengler

Comput. Electron. Agric., 2024

2023

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

Charles Nickmilder, Anthony Tedde, Isabelle Dufrasne, Françoise Lessire, Noémie Glesner, Bernard Tychon, Jérôme Bindelle, Hélène Soyeurt

Remote. Sens., April, 2023

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

Olivier Debauche, Jean Bertin Nkamla Penka, Moad Hani, Adriano Guttadauria, Rachida Ait Abdelouahid, Kaouther Gasmi, Ouafae Ben Hardouz, Frédéric Lebeau, Jérôme Bindelle, Hélène Soyeurt, Nicolas Gengler, Pierre Manneback, Mohammed Benjelloun, Carlo Bertozzi

Inf., 2023

2021

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.

Charles Nickmilder, Anthony Tedde, Isabelle Dufrasne, Françoise Lessire, Bernard Tychon, Yannick Curnel, Jérôme Bindelle, Hélène Soyeurt

Remote. Sens., 2021

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.

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

Comput. Electron. Agric., 2021