| Understanding variable importances in forests of randomized trees G Louppe, L Wehenkel, A Sutera, P Geurts Advances in neural information processing systems 26, 2013 | 4123* | 2013 |
| A deep generative model for probabilistic energy forecasting in power systems: normalizing flows J Dumas, A Wehenkel, D Lanaspeze, B Cornélusse, A Sutera Applied Energy 305, 117871, 2022 | 87 | 2022 |
| Phase identification of smart meters by clustering voltage measurements F Olivier, A Sutera, P Geurts, R Fonteneau, D Ernst 2018 Power Systems Computation Conference (PSCC), 1-8, 2018 | 72 | 2018 |
| Simple connectome inference from partial correlation statistics in calcium imaging A Sutera, A Joly, V François-Lavet, A Qiu, G Louppe, D Ernst, P Geurts Neural Connectomics Workshop, 23-35, 2015 | 28* | 2015 |
| Random forests based group importance scores and their statistical interpretation: application for Alzheimer's disease M Wehenkel, A Sutera, C Bastin, P Geurts, C Phillips Frontiers in Neuroscience 12, 411, 2018 | 25 | 2018 |
| A probabilistic forecast-driven strategy for a risk-aware participation in the capacity firming market J Dumas, C Cointe, A Wehenkel, A Sutera, X Fettweis, B Cornélusse IEEE Transactions on Sustainable Energy 13 (2), 1234-1243, 2021 | 19 | 2021 |
| From global to local MDI variable importances for random forests and when they are Shapley values A Sutera, G Louppe, VA Huynh-Thu, L Wehenkel, P Geurts Advances in Neural Information Processing Systems (NeurIPS 2021), 2021 | 18 | 2021 |
| Machine learning for ranking day-ahead decisions in the context of short-term operation planning L Duchesne, E Karangelos, A Sutera, L Wehenkel Electric Power Systems Research 189, 106548, 2020 | 15 | 2020 |
| Low-voltage network topology and impedance identification using smart meter measurements A Benzerga, D Maruli, A Sutera, A Bahmanyar, S Mathieu, D Ernst 2021 IEEE Madrid PowerTech, 1-6, 2021 | 14 | 2021 |
| Matching of everyday power supply and demand with dynamic pricing: Problem formalisation and conceptual analysis T Théate, A Sutera, D Ernst Energy Reports 9, 2453-2462, 2023 | 9 | 2023 |
| Advancing artificial intelligence in sensors, signals, and imaging informatics W Hsu, C Baumgartner, T Deserno Yearbook of medical informatics 28 (01), 115-117, 2019 | 8 | 2019 |
| Importance measures derived from random forests: characterisation and extension A Sutera Université de Liège, Liège, Belgique, 2019 | 8 | 2019 |
| Reconstruction of low-voltage networks with limited observability D Marulli, S Mathieu, A Benzerga, A Sutera, D Ernst 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-5, 2021 | 7 | 2021 |
| Context-dependent feature analysis with random forests A Sutera, G Louppe, VA Huynh-Thu, L Wehenkel, P Geurts Uncertainty In Artificial Intelligence: Proceedings of the Thirty-Second …, 2016 | 7 | 2016 |
| Decision making from confidence measurement on the reward growth using supervised learning: A study intended for large-scale video games D Taralla, Z Qiu, A Sutera, R Fonteneau, D Ernst 8th International Conference on Agents and Artificial Intelligence, 2016 | 7 | 2016 |
| Characterization of variable importance measures derived from decision trees A Sutera University of Liège, 2013 | 5 | 2013 |
| Exploiting the flexibility potential of water distribution networks: A pilot project in belgium I Boukas, E Burtin, A Sutera, Q Gemine, B Pevee, D Ernst IEEE Transactions on Smart Grid 15 (1), 394-404, 2023 | 3 | 2023 |
| Random subspace with trees for feature selection under memory constraints A Sutera, C Châtel, G Louppe, L Wehenkel, P Geurts The 21st International Conference on Artificial Intelligence and Statistics …, 2018 | 3 | 2018 |
| Analyse comparative de post-édition et de traduction humaine en contexte académique P Schumacher, A Sutera 978-84-472-3041-9, 2022 | 2 | 2022 |
| Nets versus trees for feature ranking and gene network inference N Vecoven, JM Begon, A Sutera, P Geurts, VA Huynh-Thu International Conference on Discovery Science, 231-245, 2020 | 2 | 2020 |
Pierre GeurtsProfessor of Computer Science, University of Liège, BelgiumVerified email at ulg.ac.be
