1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 1 cited
Probabilistic Systems with Hidden State and Unobservable Transitions
Rebecca Bernemann, Barbara König, Matthias Schaffeld +1
We consider probabilistic systems with hidden state and unobservable transitions, an extension of Hidden Markov Models (HMMs) that in particular admits unobservable ε-transitions (…
cs.AI2020
Uncertainty Reasoning for Probabilistic Petri Nets via Bayesian Networks
Rebecca Bernemann, Benjamin Cabrera, Reiko Heckel +1
This paper exploits extended Bayesian networks for uncertainty reasoning on Petri nets, where firing of transitions is probabilistic. In particular, Bayesian networks are used as s…