Search Results for author: Alessandro Bregoli

Found 2 papers, 0 papers with code

Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks

no code implementations21 Aug 2023 Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Søren Wengel Mogensen

Interacting systems of events may exhibit cascading behavior where events tend to be temporally clustered.

A Constraint-Based Algorithm for the Structural Learning of Continuous-Time Bayesian Networks

no code implementations7 Jul 2020 Alessandro Bregoli, Marco Scutari, Fabio Stella

Dynamic Bayesian networks have been well explored in the literature as discrete-time models: however, their continuous-time extensions have seen comparatively little attention.

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