11 citations · 23 across the 8 of their papers we have counts for
5 papers · 1 filter
Weighted Conditional EL{^}bot Knowledge Bases with Integer Weights: an ASP Approach
Laura Giordano, Daniele Theseider Dupré
Weighted knowledge bases for description logics with typicality have been recently considered under a "concept-wise" multipreference semantics (in both the two-valued and fuzzy cas…
Reasoning about actions with EL ontologies with temporal answer sets
Laura Giordano, Alberto Martelli, Daniele Theseider Dupré
We propose an approach based on Answer Set Programming for reasoning about actions with domain descriptions including ontological knowledge, expressed in the lightweight descriptio…
From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overview
Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré
In this paper we discuss the relationships between conditional and preferential logics and neural network models, based on a multi-preferential semantics. We propose a concept-wise…
A conditional, a fuzzy and a probabilistic interpretation of self-organising maps
Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré
In this paper we establish a link between fuzzy and preferential semantics for description logics and Self-Organising Maps, which have been proposed as possible candidates to expla…
Weighted defeasible knowledge bases and a multipreference semantics for a deep neural network model
Laura Giordano, Daniele Theseider Dupré
In this paper we investigate the relationships between a multipreferential semantics for defeasible reasoning in knowledge representation and a deep neural network model. Weighted…