Alessandro Bregoli

According to our database, Alessandro Bregoli authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., August, 2023

Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks.

Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Søren Wengel Mogensen

Proceedings of the 30th International Symposium on Temporal Representation and Reasoning, 2023

Clinical Intervention Effectiveness Estimation through Dynamic Bayesian Network (SHORT PAPER).

Alessandro Bregoli, Luca Neri, Len Usvyat, Francesco Bellocchio

Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Structure learning algorithms for multidimensional continuous-time Bayesian network classifiers.

Carlos Villa-Blanco, Alessandro Bregoli, Concha Bielza, Pedro Larrañaga, Fabio Stella

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

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

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

Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020

Constraint-Based Learning for Continuous-Time Bayesian Networks.

Alessandro Bregoli, Marco Scutari, Fabio Stella

CoRR, 2020

Constraing-Based Learning for Continous-Time Bayesian Networks.

Alessandro Bregoli, Marco Scutari, Fabio Stella

Proceedings of the International Conference on Probabilistic Graphical Models, 2020