| 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 | 60 | 2020 |
| Bayesian optimization of hyper-parameters in reservoir computing J Yperman, T Becker arXiv preprint arXiv:1611.05193, 2016 | 37 | 2016 |
| 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 | 34 | 2013 |
| 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 | 33 | 2021 |
| 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 | 25 | 2021 |
| 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 | 15 | 2021 |
| 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 | 15 | 2014 |
| 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 | 8 | 2015 |
| Evaluating feature attribution methods in the image domain A Gevaert, AJ Rousseau, T Becker, D Valkenborg, T De Bie, Y Saeys arXiv preprint arXiv:2202.12270, 2022 | 6 | 2022 |
| Echo states for detailed fluctuation theorems T Becker, T Willaert, B Cleuren, C Van den Broeck Physical Review E 91 (1), 012101, 2015 | 6 | 2015 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
| 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 | 5 | 2020 |
| 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 | 5 | 2014 |
| 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 | 4 | 2016 |
| 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 | 3 | 2019 |
| 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 | 2 | 2023 |
| 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 | 2 | 2022 |
| 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 | 1 | 2023 |
| A framework for a data quality module in decision support systems: an application with smart grid time G Rinaldi, F Crema Garcia, O Agudelo Manozca, T Becker, ... Proceedings of ICEIS 2023, 443-452, 2023 | 1 | 2023 |
Dirk ValkenborgVITOVerified email at vito.be
