Articles with public access mandates - Alan PerottiLearn more
Available somewhere: 11
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
C Panigutti, A Perotti, D Pedreschi
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
Mandates: European Commission, Government of Italy
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
E Amparore, A Perotti, P Bajardi
PeerJ Computer Science 7, e479, 2021
Mandates: Government of Italy
FairLens: Auditing black-box clinical decision support systems
C Panigutti, A Perotti, A Panisson, P Bajardi, D Pedreschi
Information Processing & Management 58 (5), 102657, 2021
Mandates: European Commission, Government of Italy
Co-design of human-centered, explainable AI for clinical decision support
C Panigutti, A Beretta, D Fadda, F Giannotti, D Pedreschi, A Perotti, ...
ACM Transactions on Interactive Intelligent Systems 13 (4), 1-35, 2023
Mandates: European Commission, UK Research & Innovation
Explainability methods for natural language processing: Applications to sentiment analysis
F Bodria, A Panisson, A Perotti, S Piaggesi
CEUR Workshop Proceedings 2646, 100-107, 2020
Mandates: Government of Italy
Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues
A Celeghin, A Borriero, D Orsenigo, M Diano, CA Méndez Guerrero, ...
Frontiers in Computational Neuroscience 17, 1153572, 2023
Mandates: European Commission, Government of Italy
Revealing the determinants of gender inequality in urban cycling with large-scale data
A Battiston, L Napoli, P Bajardi, A Panisson, A Perotti, M Szell, ...
EPJ Data Science 12 (1), 9, 2023
Mandates: European Commission
Understanding network traffic states using transfer learning
P Krishnakumari, A Perotti, V Pinto, O Cats, H van Lint
2018 21st International Conference on Intelligent Transportation Systems …, 2018
Mandates: European Commission
Modeling urban traffic data through graph-based neural networks
V Pinto, A Perotti, T Cerquitelli
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
Mandates: European Commission
Auditing Fairness and Explainability in Chest X-Ray Image Classifiers
GB Bordes, A Perotti
Proceedings of the 16th International Conference on Agents and Artificial …, 2024
Mandates: European Commission, UK Research & Innovation
Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project
F Charalampakos, T Tsouparopoulos, Y Papageorgiou, G Bologna, ...
2023 Joint European Conference on Networks and Communications & 6G Summit …, 2023
Mandates: European Commission, UK Research & Innovation
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