RIZZO, MATTEO
RIZZO, MATTEO
A Comparison of Machine Learning Techniques for Ethereum Smart Contract Vulnerability Detection
2025-01-01 Rizzo, M.; Ressi, D.; Gasparetto, A.; Rossi, S.
A Theoretical Framework for AI Models Explainability with Application in Biomedicine
2023-01-01 Rizzo, Matteo; Veneri, Alberto; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco; Conati, Cristina
Assessing the Value of Explainable Artificial Intelligence for Magnetic Resonance Imaging
2025-01-01 Frasson, Giada; Rizzo, Matteo; Nobile, Marco Salvatore; Lupi, Amalia; Quaia, Emilio
Crossing the Divide: Designing Layers of Explainability
2024-01-01 Zangari, Alessandro; Marcuzzo, Matteo; Rizzo, Matteo; Albarelli, Andrea; Gasparetto, Andrea
Evaluating the Faithfulness of Causality in Saliency-Based Explanations of Deep Learning Models for Temporal Colour Constancy
2024-01-01 Rizzo, Matteo; Conati, Cristina; Jang, Daesik; Hu, Hui
Fruit ripeness classification: A survey
2023-01-01 Rizzo, Matteo; Marcuzzo, Matteo; Zangari, Alessandro; Gasparetto, Andrea; Albarelli, Andrea
Hierarchical Text Classification and Its Foundations: A Review of Current Research
2024-01-01 Zangari, Alessandro; Marcuzzo, Matteo; Rizzo, Matteo; Giudice, Lorenzo; Albarelli, Andrea; Gasparetto, Andrea
Leveraging Periodicity for Tabular Deep Learning
2025-01-01 Rizzo, Matteo; Ayyurek, Ebru; Albarelli, Andrea; Gasparetto, Andrea
Machine Learning Models Explanations As Interpretations of Evidence: A Theoretical Framework of Explainability and Its Implications on High-Stakes Biomedical Decision-Making
2025-01-01 Rizzo, Matteo; Veneri, Alberto; Marcuzzo, Matteo; Zangari, Alessandro; Albarelli, Andrea; Lucchese, Claudio; Nobile, Marco Salvatore; Conati, Cristina
On the Application of a Common Theoretical Explainability Framework in Information Retrieval
2024-01-01 Albarelli, A.; Lucchese, C.; Rizzo, M.; Veneri, A.
Stop Overkilling Simple Tasks with Black-Box Models, Use More Transparent Models Instead
2024-01-01 Rizzo, M.; Marcuzzo, M.; Zangari, A.; Schiavinato, M.; Albarelli, A.; Gasparetto, A.