2 papers
stat.CO2021
Bayesian Machine Learning meets Formal Methods: An application to spatio-temporal data
Laura Vana, Ennio Visconti, Laura Nenzi +2
We propose an interdisciplinary framework that combines Bayesian predictive inference, a well-established tool in Machine Learning, with Formal Methods rooted in the computer scien…
cs.LO2021
Online Monitoring of Spatio-Temporal Properties for Imprecise Signals
Ennio Visconti, Ezio Bartocci, Michele Loreti +1
From biological systems to cyber-physical systems, monitoring the behavior of such dynamical systems often requires to reason about complex spatio-temporal properties of physical a…