8 citations · 13 across the 4 of their papers we have counts for
4 papers
Deep probabilistic logic programming for diagnostic reasoning from incomplete information: A case study in stroke detection
Felix Weitkämper, Monchito Avila, Elizabeth Nanjala +2
In medical applications, raw data is frequently associated with significant privacy concerns, lending particular importance to the encoding of summary statistics from the literatur…
Projectivity revisited
Felix Weitkämper
The behaviour of statistical relational representations across differently sized domains has become a focal area of research from both a modelling and a complexity viewpoint.Recent…
Asymptotic elimination of partially continuous aggregation functions in directed graphical models
Vera Koponen, Felix Weitkämper
In Statistical Relational Artificial Intelligence, a branch of AI and machine learning which combines the logical and statistical schools of AI, one uses the concept {\em para\-met…
Scaling the weight parameters in Markov logic networks and relational logistic regression models
Felix Weitkämper
We consider Markov logic networks and relational logistic regression as two fundamental representation formalisms in statistical relational artificial intelligence that use weighte…