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Antonio Sutera
Antonio Sutera
Haulogy
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Année
Understanding variable importances in forests of randomized trees
G Louppe, L Wehenkel, A Sutera, P Geurts
Advances in neural information processing systems 26, 2013
9992013
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
502018
Advances in neural information processing systems
G Louppe, L Wehenkel, A Sutera, P Geurts, CJC Burges, L Bottou, ...
Red Hook, NY: Curran Associates, Inc, 2013
382013
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
24*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
142018
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
122022
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
72020
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
72016
Importance measures derived from random forests: characterisation and extension
A Sutera
Université de Liège, Liège, Belgique, 2019
62019
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
62016
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
42021
Characterization of variable importance measures derived from decision trees
A Sutera
University of Liège, 2013
42013
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
22021
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
22021
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
22020
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
22018
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
12021
A probabilistic forecast-driven strategy for a risk-aware participation in the capacity firming market: extended version
J Dumas, C Cointe, A Wehenkel, A Sutera, X Fettweis, B Cornélusse
arXiv preprint arXiv:2105.13801, 2021
12021
Analyse comparative de post-édition et de traduction humaine en contexte académique
P Schumacher, A Sutera
Editorial Universidad de Sevilla 71, 2022
2022
Local permutation importances for random forests
PF Weyders, P Geurts, A Sutera
2021
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