13 citations · 22 across the 3 of their papers we have counts for
3 papers
On Computing Probabilistic Explanations for Decision Trees
Marcelo Arenas, Pablo Barceló, Miguel Romero +1
Formal XAI (explainable AI) is a growing area that focuses on computing explanations with mathematical guarantees for the decisions made by ML models. Inside formal XAI, one of the…
On Directly Mapping Relational Databases to RDF and OWL (Extended Version)
Juan F. Sequeda, Marcelo Arenas, Daniel P. Miranker
Mapping relational databases to RDF is a fundamental problem for the development of the Semantic Web. We present a solution, inspired by draft methods defined by the W3C where rela…
Answer Sets for Consistent Query Answering in Inconsistent Databases
Marcelo Arenas, Leopoldo Bertossi, Jan Chomicki
A relational database is inconsistent if it does not satisfy a given set of integrity constraints. Nevertheless, it is likely that most of the data in it is consistent with the con…