Mathilde Mougeot
Mathilde Mougeot
Full Professor at ENSIIE & Researcher at Borelli Center, ENS Paris-Saclay
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Profiling fetal cardiac function in twin–twin transfusion syndrome
JJ Stirnemann, M Mougeot, F Proulx, B Nasr, M Essaoui, JC Fouron, ...
Ultrasound in Obstetrics and Gynecology: The Official Journal of the …, 2010
Image compression with back propagation: improvement of the visual restoration using different cost functions
M Mougeot, R Azencott, B Angeniol
Neural networks 4 (4), 467-476, 1991
Adapt: Awesome domain adaptation python toolbox
A de Mathelin, M Atiq, G Richard, A de la Concha, M Yachouti, ...
arXiv preprint arXiv:2107.03049, 2021
Fall detection using smart floor sensor and supervised learning
L Minvielle, M Atiq, R Serra, M Mougeot, N Vayatis
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
Statistical learning for wind power: A modeling and stability study towards forecasting
A Fischer, L Montuelle, M Mougeot, D Picard
Wind Energy 20 (12), 2037-2047, 2017
Adversarial weighting for domain adaptation in regression
A De Mathelin, G Richard, F Deheeger, M Mougeot, N Vayatis
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
Physics-informed neural networks for non-Newtonian fluid thermo-mechanical problems: An application to rubber calendering process
TNK Nguyen, T Dairay, R Meunier, M Mougeot
Engineering Applications of Artificial Intelligence 114, 105176, 2022
Unsupervised multi-source domain adaptation for regression
G Richard, A Mathelin, G Hébrail, M Mougeot, N Vayatis
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
Discrepancy-based active learning for domain adaptation
A De Mathelin, F Deheeger, M Mougeot, N Vayatis
arXiv preprint arXiv:2103.03757, 2021
Learning out of leaders
G Kerkyacharian, M Mougeot, D Picard, K Tribouley
Multiscale, Nonlinear and Adaptive Approximation: Dedicated to Wolfgang …, 2009
Predicting job power consumption based on rjms submission data in hpc systems
T Saillant, JC Weill, M Mougeot
High Performance Computing: 35th International Conference, ISC High …, 2020
Aggregation using input–output trade-off
A Fischer, M Mougeot
Journal of Statistical Planning and Inference 200, 1-19, 2019
Transfer learning on decision tree with class imbalance
L Minvielle, M Atiq, S Peignier, M Mougeot
2019 IEEE 31st international conference on tools with artificial …, 2019
From numerical weather prediction outputs to accurate local surface wind speed: Statistical modeling and forecasts
B Alonzo, R Plougonven, M Mougeot, A Fischer, A Dupré, P Drobinski
Renewable Energy: Forecasting and Risk Management: Paris, France, June 7-9 …, 2018
Learning out of leaders
M Mougeot, D Picard, K Tribouley
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2012
A study of image compression with backpropagation
M Mougeot, R Azencott, B Angéniol
Neurocomputing: Algorithms, Architectures and Applications, 333-336, 1990
Using machine-learning methods to improve surface wind speed from the outputs of a numerical weather prediction model
N Goutham, B Alonzo, A Dupré, R Plougonven, R Doctors, L Liao, ...
Boundary-Layer Meteorology 179, 133-161, 2021
Leveraging Digital Disruptions for a Climate-Safe and Equitable World: The Dˆ2S Agenda:[Commentary]
A Luers, J Garard, ALS Clair, O Gaffney, T Hassenboehler, L Langlois, ...
IEEE Technology and Society Magazine 39 (2), 18-31, 2020
NMF-based decomposition for anomaly detection applied to vibration analysis
M Abdel-Sayed, D Duclos, G Faÿ, J Lacaille, M Mougeot
International Journal of Condition Monitoring 6 (3), 73-81, 2016
Exploiting patch sizes and resolutions for multi-scale deep learning in mammogram image classification
GI Quintana, Z Li, L Vancamberg, M Mougeot, A Desolneux, S Muller
Bioengineering 10 (5), 534, 2023
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