Integrating expert’s knowledge constraint of time dependent exposures in structure learning for Bayesian networks

Vahé Asvatourian (1, 2) , Philippe Leray (3) , Stefan Michiels (1, 2) , Emilie Lanoy (1, 2)

1 CESP - Centre de recherche en épidémiologie et santé des populations
2 IGR - Institut Gustave Roussy
3 LS2N - Laboratoire des Sciences du Numérique de Nantes

Domaines: Apprentissage [cs.LG]

Vahé Asvatourian, Philippe Leray, Stefan Michiels, Emilie Lanoy. Integrating expert’s knowledge constraint of time dependent exposures in structure learning for Bayesian networks. Artificial Intelligence in Medicine, 2020, pp.101874. ⟨10.1016/j.artmed.2020.101874⟩. ⟨hal-02864601⟩