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Author

Laura Papi

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2026

Formal Reasoning with Learned Predicates (Extended Abstract)

This paper provides its computational complexity analysis for ontologies specified in (the Description Logic counterpart of) RDFS, and binary Multi-Layer Perceptrons, and binary Multi-Layer Perceptrons.

Gianluca Cima, Marco Console, Laura Papi · 0 citations
2026

Integrating and Reasoning with Data-Induced Information: Knowledge Bases of Axioms and Learned Models

A novel neuro-symbolic research path is presented that bridges sub-symbolic Machine Learning classifiers with symbolic techniques from the Knowledge Representation and Reasoning field and enables reasoning simultaneously on both the raw data features used by the classifiers and a symbolic intensional knowledge specifie...

Laura Papi · 0 citations

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