The stability of feature selection and class prediction from ensemble tree classifiers. - Jérôme Paul; Michel Verleysen; Pierre Dupont (ESANN, 2012)

Kernel methods for mixed feature selection. - Jérôme Paul; Pierre Dupont (ESANN, 2014)

Inferring statistically significant features from random forests. - Jérôme Paul; Pierre Dupont (Neurocomputing, 2015)

Kernel methods for heterogeneous feature selection. - Jérôme Paul; Roberto D'Ambrosio; Pierre Dupont (Neurocomputing, 2015)

Feature selection from heterogeneous biomedical data. - Jérôme Paul (2015)

Transfer learning to minimize the predictive risk in clinical research. - Samuel Branders; Jérôme Paul; Arthur Ooghe; Álvaro Pereira (ESANN, 2024)