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Thijs Becker
Thijs Becker
researcher, VITO / EnergyVille
Verified email at vito.be
Title
Cited by
Cited by
Year
Machine learning analysis of motor evoked potential time series to predict disability progression in multiple sclerosis
J Yperman, T Becker, D Valkenborg, V Popescu, N Hellings, ...
BMC neurology 20, 1-15, 2020
652020
Bayesian optimization of hyper-parameters in reservoir computing
J Yperman, T Becker
arXiv preprint arXiv:1611.05193, 2016
422016
Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression
E De Brouwer, T Becker, Y Moreau, EK Havrdova, M Trojano, S Eichau, ...
Computer methods and programs in biomedicine 208, 106180, 2021
342021
Diffusion of interacting particles in discrete geometries
T Becker, K Nelissen, B Cleuren, B Partoens, C Van den Broeck
Physical Review Letters 111 (11), 110601, 2013
342013
Post training uncertainty calibration of deep networks for medical image segmentation
AJ Rousseau, T Becker, J Bertels, MB Blaschko, D Valkenborg
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1052-1056, 2021
242021
Classification with a deferral option and low-trust filtering for automated seizure detection
T Becker, K Vandecasteele, C Chatzichristos, W Van Paesschen, ...
Sensors 21 (4), 1046, 2021
172021
Diffusion of interacting particles in discrete geometries: Equilibrium and dynamical properties
T Becker, K Nelissen, B Cleuren, B Partoens, C Van den Broeck
Physical Review E 90 (5), 052139, 2014
152014
Current fluctuations in boundary driven diffusive systems in different dimensions: a numerical study
T Becker, K Nelissen, B Cleuren
New Journal of Physics 17 (5), 055023, 2015
82015
Evaluating feature attribution methods in the image domain
A Gevaert, AJ Rousseau, T Becker, D Valkenborg, T De Bie, Y Saeys
Machine Learning, 1-46, 2024
62024
Echo states for detailed fluctuation theorems
T Becker, T Willaert, B Cleuren, C Van den Broeck
Physical Review E 91 (1), 012101, 2015
62015
Decision trees and random forests
T Becker, AJ Rousseau, M Geubbelmans, T Burzykowski, D Valkenborg
American Journal of Orthodontics and Dentofacial Orthopedics 164 (6), 894-897, 2023
52023
Scenario generation of residential electricity consumption through sampling of historical data
J Soenen, A Yurtman, T Becker, R D’hulst, K Vanthournout, W Meert, ...
Sustainable Energy, Grids and Networks 34, 100985, 2023
52023
Motor evoked potentials for multiple sclerosis, a multiyear follow-up dataset
J Yperman, V Popescu, B Van Wijmeersch, T Becker, LM Peeters
Scientific Data 9 (1), 207, 2022
52022
Deciphering the morphology of motor evoked potentials
J Yperman, T Becker, D Valkenborg, N Hellings, M Cambron, D Dive, ...
Frontiers in neuroinformatics 14, 28, 2020
52020
Adsorption and desorption in confined geometries: A discrete hopping model
T Becker, K Nelissen, B Cleuren, B Partoens, C Van den Broeck
The European Physical Journal Special Topics 223, 3243-3256, 2014
52014
A scalable method for probabilistic short-term forecasting of individual households consumption in low voltage grids
L Botman, J Lago, T Becker, OM Agudelo, K Vanthournout, B De Moor
2023 IEEE PES Grid Edge Technologies Conference & Exposition (Grid Edge), 1-5, 2023
42023
Comment on “Generalized exclusion processes: Transport coefficients”
T Becker, K Nelissen, B Cleuren, B Partoens, C Van den Broeck
Physical Review E 93 (4), 046101, 2016
42016
Introducing machine learning for full ms patient trajectories improves predictions for disability score progression
E DE BROUWER, L PEETERS, T BECKER, A Altintas, A Soysal, ...
SAGE PUBLICATIONS LTD, 2019
32019
Machine-learning-based prediction of disability progression in multiple sclerosis: an observational, international, multi-center study
E De Brouwer, T Becker, L Werthen-Brabants, P Dewulf, D Iliadis, ...
MedRXiv, 2022.09. 08.22279617, 2022
22022
Boosting
T Becker, M Geubbelmans, AJ Rousseau, D Valkenborg, T Burzykowski
American Journal of Orthodontics and Dentofacial Orthopedics 165 (1), 122-124, 2024
12024
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Articles 1–20