Constraing-Based Learning for Continous-Time Bayesian Networks. - Alessandro Bregoli; Marco Scutari; Fabio Stella (PGM, 2020)

Constraint-Based Learning for Continuous-Time Bayesian Networks. - Alessandro Bregoli; Marco Scutari; Fabio Stella (CoRR, 2020)

Personalized Arterovenous Fistula Management through Utility Maximization with Influence Diagram. - Alessandro Bregoli; Luca Neri; Max Botler; Erik Schumacher; Ricardo Peralta; Pedro Ponce; Stefano Stuard; Francesco Bellocchio (SMARTERCARE@AI*IA, 2021)

A constraint-based algorithm for the structural learning of continuous-time Bayesian networks. - Alessandro Bregoli; Marco Scutari; Fabio Stella (Int. J. Approx. Reason., 2021)

Structure learning algorithms for multidimensional continuous-time Bayesian network classifiers. - Carlos Villa-Blanco; Alessandro Bregoli; Concha Bielza; Pedro Larrañaga; Fabio Stella (PGM, 2022)

Clinical Intervention Effectiveness Estimation through Dynamic Bayesian Network (SHORT PAPER). - Alessandro Bregoli; Luca Neri; Len Usvyat; Francesco Bellocchio (HC@AIxIA, 2023)

Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks. - Alessandro Bregoli; Karin Rathsman; Marco Scutari; Fabio Stella; Søren Wengel Mogensen (TIME, 2023)

Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers. - Carlos Villa-Blanco; Alessandro Bregoli; Concha Bielza; Pedro Larrañaga; Fabio Stella (Int. J. Approx. Reason., 2023)