ProbLog is a popular probabilistic logic programming language/tool, wide...
Argumentative explainable AI has been advocated by several in recent yea...
Assumption-based Argumentation (ABA) is a well-known structured argument...
Neural networks (NNs) have various applications in AI, but explaining th...
Random forests are decision tree ensembles that can be used to solve a
v...
There is broad agreement in the literature that explanation methods shou...
Recently, various methods for representation learning on Knowledge Bases...
Gradual argumentation frameworks represent arguments and their relations...
Graph Convolutional Networks (GCNs) are typically studied through the le...
We show that an interesting class of feed-forward neural networks can be...
Applying automated reasoning tools for decision support and analysis in ...
Probabilistic epistemic argumentation allows for reasoning about
argumen...
Weighted bipolar argumentation frameworks allow modeling decision proble...
Probabilistic argumentation allows reasoning about argumentation problem...
Weighted bipolar argumentation frameworks determine the strength of argu...
We present a probabilistic extension of the description logic ALC
for re...
A central question for knowledge representation is how to encode and han...