Antonio Sutera

Understanding variable importances in forests of randomized trees

Gilles Louppe, Pierre Geurts, Louis Wehenkel, 2013, NIPS.

Phase Identification of Smart Meters by Clustering Voltage Measurements

Pierre Geurts, Damien Ernst, Antonio Sutera, 2018, 2018 Power Systems Computation Conference (PSCC).

Matching of everyday power supply and demand with dynamic pricing: Problem formalisation and conceptual analysis

D. Ernst, A. Sutera, Thibaut Théate, 2023, Energy Reports.

A deep generative model for probabilistic energy forecasting in power systems: normalizing flows

Antoine Wehenkel, Antonio Sutera, Jonathan Dumas, 2021, Applied Energy.

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

Gilles Louppe, Pierre Geurts, Louis Wehenkel, 2021, NeurIPS.

Characterization of variable importance measures derived from decision trees

A. Sutera, Antonio Sutera, 2013 .

Random Forests Based Group Importance Scores and Their Statistical Interpretation: Application for Alzheimer's Disease

Pierre Geurts, Antonio Sutera, Marie Wehenkel, 2018, Front. Neurosci..