4 papers
Combined Approximations for Uniform Operational Consistent Query Answering
Marco Calautti, Ester Livshits, Andreas Pieris +1
Operational consistent query answering (CQA) is a recent framework for CQA based on revised definitions of repairs, which are built by applying a sequence of operations (e.g., fact…
Finite Axiomatizability by Disjunctive Existential Rules
Marco Calautti, Marco Console, Andreas Pieris
Rule-based languages lie at the core of several areas of central importance to databases and artificial intelligence such as deductive databases and knowledge representation and re…
On the Complexity of Global Necessary Reasons to Explain Classification
Marco Calautti, Enrico Malizia, Cristian Molinaro
Explainable AI has garnered considerable attention in recent years, as understanding the reasons behind decisions or predictions made by AI systems is crucial for their successful…
Machine Learning-Augmented Ontology-Based Data Access for Renewable Energy Data
Marco Calautti, Damiano Duranti, Paolo Giorgini
Managing the growing data from renewable energy production plants for effective decision-making often involves leveraging Ontology-based Data Access (OBDA), a well-established appr…