Understanding variable importances in forests of randomized trees. - Gilles Louppe; Louis Wehenkel; Antonio Sutera; Pierre Geurts (NIPS, 2013)

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 (Neural Connectomics, 2014)

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 (ICAART (2), 2016)

Context-dependent feature analysis with random forests. - Antonio Sutera; Gilles Louppe; Vân Anh Huynh-Thu; Louis Wehenkel; Pierre Geurts (UAI, 2016)

Random Subspace with Trees for Feature Selection Under Memory Constraints. - Antonio Sutera; Célia Châtel; Gilles Louppe; Louis Wehenkel; Pierre Geurts (AISTATS, 2018)

Nets Versus Trees for Feature Ranking and Gene Network Inference. - Nicolas Vecoven; Jean-Michel Begon; Antonio Sutera; Pierre Geurts; Vân Anh Huynh-Thu (DS, 2020)

Reconstruction of Low-Voltage Networks with Limited Observability. - Daniele Marulli; Sébastien Mathieu; Amina Benzerga; Antonio Sutera; Damien Ernst (ISGT-Europe, 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 (NeurIPS, 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)

Deep generative modeling for probabilistic forecasting in power systems. - Jonathan Dumas; Antoine Wehenkel; Damien Lanaspeze; Bertrand Cornélusse; Antonio Sutera (CoRR, 2021)

Importance measures derived from random forests: characterisation and extension. - Antonio Sutera (CoRR, 2021)

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, 2024)