13 citations · 15 across the 3 of their papers we have counts for
4 papers
A Preliminary Report on Probabilistic Attack Normal Form for Constellation Semantics
Theofrastos Mantadelis, Stefano Bistarelli
After Dung's founding work in Abstract Argumentation Frameworks there has been a growing interest in extending the Dung's semantics in order to describe more complex or real life s…
SkILL - a Stochastic Inductive Logic Learner
Joana Côrte-Real, Theofrastos Mantadelis, Inês Dutra +1
Probabilistic Inductive Logic Programming (PILP) is a rel- atively unexplored area of Statistical Relational Learning which extends classic Inductive Logic Programming (ILP). This…
Nesting Probabilistic Inference
Theofrastos Mantadelis, Gerda Janssens
When doing inference in ProbLog, a probabilistic extension of Prolog, we extend SLD resolution with some additional bookkeeping. This additional information is used to compute the…
DNF Sampling for ProbLog Inference
Dimitar Sht. Shterionov, Angelika Kimmig, Theofrastos Mantadelis +1
Inference in probabilistic logic languages such as ProbLog, an extension of Prolog with probabilistic facts, is often based on a reduction to a propositional formula in DNF. Calcul…