Antonio Sutera

According to our database, Antonio Sutera authored at least 12 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploiting the Flexibility Potential of Water Distribution Networks: A Pilot Project in Belgium.

Ioannis Boukas, Elodie Burtin, Antonio Sutera, Quentin Gemine, Bernard Pevee, Damien Ernst

IEEE Trans. Smart Grid, January, 2024

2021

Importance measures derived from random forests: characterisation and extension.

Antonio Sutera

CoRR, 2021

Deep generative modeling for probabilistic forecasting in power systems.

Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera

CoRR, 2021

A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market.

Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse

CoRR, 2021

From global to local MDI variable importances for random forests and when they are Shapley values.

Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Reconstruction of Low-Voltage Networks with Limited Observability.

Daniele Marulli, Sébastien Mathieu, Amina Benzerga, Antonio Sutera, Damien Ernst

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

2020

Nets Versus Trees for Feature Ranking and Gene Network Inference.

Nicolas Vecoven, Jean-Michel Begon, Antonio Sutera, Pierre Geurts, Vân Anh Huynh-Thu

Proceedings of the Discovery Science - 23rd International Conference, 2020

2018

Random Subspace with Trees for Feature Selection Under Memory Constraints.

Antonio Sutera, Célia Châtel, Gilles Louppe, Louis Wehenkel, Pierre Geurts

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2016

Context-dependent feature analysis with random forests.

Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 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, Antonio Sutera, Raphaël Fonteneau, Damien Ernst

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

2014

Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging.

Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts

Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014

2013

Understanding variable importances in forests of randomized trees.

Gilles Louppe, Louis Wehenkel, Antonio Sutera, Pierre Geurts

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013