CONFALONIERI, ROBERTO
CONFALONIERI, ROBERTO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services
2021 Mariotti, E.; Alonso, J. M.; Confalonieri, R.
A historical perspective of explainable Artificial Intelligence
2021 Confalonieri, R.; Coba, L.; Wagner, B.; Besold, T. R.
A Lightweight Approach for Wood Hyperspectral Images Classification
2021 Htun, P. P.; Boschetti, M.; Buriro, A.; Confalonieri, R.; Sun, B.; Htwe, A. N.; Tillo, T.
A Technology Transfer Portal to Promote Industry-Academia Collaboration in South-Tyrol
2022 Confalonieri, R.; Janes, A.
A unified framework for managing sex and gender bias in AI models for healthcare
2022 Confalonieri, R.; Lucchesi, F.; Maffei, G.; Catuara-Solarz, S.
Almost Certain Termination for ALC Weakening
2022 Confalonieri, R.; Galliani, P.; Kutz, O.; Porello, D.; Righetti, G.; Troquard, N.
An Ontological Modelling of Prototype Theories
2023 Porello, D.; Righetti, G.; Troquard, N.; Confalonieri, R.; Kutz, O.
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence
2024 Confalonieri, R.; Alonso-Moral, J. M.
Blending under deconstruction: The roles of logic, ontology, and cognition in computational concept invention
2020 Confalonieri, R.; Kutz, O.
Evaluating the Interpretability of Tooth Expressions
2022 Righetti, G.; Porello, D.; Confalonieri, R.
Evaluating the Interpretability of Threshold Operators
2022 Righetti, Guendalina; Porello, Daniele; Confalonieri, Roberto
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
2024 Longo, L.; Brcic, M.; Cabitza, F.; Choi, J.; Confalonieri, R.; Ser, J. D.; Guidotti, R.; Hayashi, Y.; Herrera, F.; Holzinger, A.; Jiang, R.; Khosravi, H.; Lecue, F.; Malgieri, G.; Paez, A.; Samek, W.; Schneider, J.; Speith, T.; Stumpf, S.
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
2023 Ali, Sajid; Abuhmed, Tamer; El-Sappagh, Shaker; Muhammad, Khan; Alonso-Moral, Jose M.; Confalonieri, Roberto; Guidotti, Riccardo; Ser, Javier Del; Díaz-Rodríguez, Natalia; Herrera, Francisco
Preaface to the "3rd International Workshop on Data Meets Applied Ontologies in Explainable AI, DAO-XAI 2021"
2021 Confalonieri, R.; Kutz, O.; Calvanese, D.
Proceedings of the 6th Workshop on Advances in Argumentation in Artificial Intelligence 2022 co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022)
2023 Confalonieri, Roberto; Porello, Daniele
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems
2022 Coba, L.; Confalonieri, R.; Zanker, M.
Towards even more irresistible axiom weakening
2020 Confalonieri, R.; Galliani, P.; Kutz, O.; Porello, D.; Righetti, G.; Troquard, N.
Towards knowledge-driven distillation and explanation of black-box models
2021 Confalonieri, R.; Galliani, P.; Kutz, O.; Porello, D.; Righetti, G.; Troquard, N.
Trepan reloaded: A knowledge-driven approach to explaining black-box models
2020 Confalonieri, R.; Weyde, T.; Besold, T. R.; Moscoso Del Prado Martin, F.
Using ontologies to enhance human understandability of global post-hoc explanations of black-box models
2021 Confalonieri, R.; Weyde, T.; Besold, T. R.; Moscoso del Prado Martin, F.