3 citations · 3 across the 11 of their papers we have counts for
4 papers · 1 filter
SimPLoID: Harnessing probabilistic logic programming for infectious disease epidemiology
Felix Weitkämper, Ameen Almiftah, Kailin Sun
High quality epidemiological modelling is essential in order to combat the spread of infectious diseases. In this contribution, we present SimPLoID, an epidemiological modelling fr…
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming
Kilian Rückschloß, Felix Weitkämper
Probabilistic logic programs are logic programs where some facts hold with a specified probability. Here, we investigate these programs with a causal framework that allows counterf…
On the Independencies Hidden in the Structure of a Probabilistic Logic Program
Kilian Rückschloß, Felix Weitkämper
Pearl and Verma developed d-separation as a widely used graphical criterion to reason about the conditional independencies that are implied by the causal structure of a Bayesian ne…
A general approach to asymptotic elimination of aggregation functions and generalized quantifiers
Vera Koponen, Felix Weitkämper
We consider a logic with truth values in the unit interval and which uses aggregation functions instead of quantifiers, and we describe a general approach to asymptotic elimination…