Francesco Giannini

Entropy-based Logic Explanations of Neural Networks

M. Gori, Gabriele Ciravegna, S. Melacci, 2021, AAAI.

Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models

M. Gjoreski, Marc Langheinrich, Francesco Giannini, 2024, ArXiv.

Enhancing Embedding Representations of Biomedical Data using Logic Knowledge

Michelangelo Diligenti, M. Falaschi, G. Marra, 2023, 2023 International Joint Conference on Neural Networks (IJCNN).

Logic Explained Networks

M. Gori, Marco Maggini, Gabriele Ciravegna, 2021, NeSy.

LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning

Marco Gori, Michelangelo Diligenti, Giuseppe Marra, 2019, ECML/PKDD.