Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems C Panigutti, A Beretta, F Giannotti, D Pedreschi Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 129 | 2022 |
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 | 50 | 2023 |
Assessing trustworthy AI in times of COVID-19: deep learning for predicting a multiregional score conveying the degree of lung compromise in COVID-19 patients H Allahabadi, J Amann, I Balot, A Beretta, C Binkley, J Bozenhard, ... IEEE Transactions on Technology and Society 3 (4), 272-289, 2022 | 25 | 2022 |
Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti International Journal of Data Science and Analytics, 1-13, 2023 | 16 | 2023 |
Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence C Metta, A Beretta, R Pellungrini, S Rinzivillo, F Giannotti Bioengineering 11 (4), 369, 2024 | 14 | 2024 |
Evaluating user experience of augmented reality eyeglasses L Gamberini, V Orso, A Beretta, G Jacucci, A Spagnolli, R Rimondi Annual Review of Cybertherapy and Telemedicine 2015, 28-32, 2015 | 11 | 2015 |
Explainable deep image classifiers for skin lesion diagnosis C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti arXiv preprint arXiv:2111.11863, 2021 | 10 | 2021 |
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification C Metta, A Beretta, R Guidotti, Y Yin, P Gallinari, S Rinzivillo, F Giannotti Diagnostics 14 (7), 753, 2024 | 9 | 2024 |
Detecting addiction, anxiety, and depression by users psychometric profiles A Monreale, B Iavarone, E Rossetto, A Beretta Companion Proceedings of the Web Conference 2022, 1189-1197, 2022 | 7 | 2022 |
Follow the Flow: A Prospective on the On-Line Detection of Flow Mental State through Machine Learning E Sajno, A Beretta, N Novielli, G Riva 2022 IEEE International Conference on Metrology for Extended Reality …, 2022 | 4 | 2022 |
Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias D Solans, A Beretta, M Portela, C Castillo, A Monreale arXiv preprint arXiv:2203.15514, 2022 | 3 | 2022 |
Following wrong suggestions: Self-blame in human and computer scenarios A Beretta, M Zancanaro, B Lepri IFIP Conference on Human-Computer Interaction, 542-550, 2019 | 3 | 2019 |
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods A Bringas Colmenarejo, A Beretta, S Ruggieri, F Turini, S Law European Workshop on Algorithmic Fairness: Proceedings of the 2nd European …, 2023 | 1 | 2023 |
The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR L State, A Bringas Colmenarejo, A Beretta, S Ruggieri, F Turini, S Law Artificial Intelligence and Law, 1-60, 2025 | | 2025 |
The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR A Bringas Colmenarejo, A Beretta, S Ruggieri, F Turini, S Law arXiv e-prints, arXiv: 2501.05325, 2025 | | 2025 |
XAI in Healthcare G Gezici, C Metta, A Beretta, R Pellungrini, S Rinzivillo, D Pedreschi, ... Proceedings of the Workshops at the Third International Conference on Hybrid …, 2024 | | 2024 |
Requirements of eXplainable AI in Algorithmic Hiring A Beretta, G Ercoli, A Ferraro, R Guidotti, A Iommi, A Mastropietro, ... | | 2024 |
Interpretable Data Partitioning Through Tree-Based Clustering Methods R Guidotti, C Landi, A Beretta, D Fadda, M Nanni International Conference on Discovery Science, 492-507, 2023 | | 2023 |
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods AB Colmenarejo, A Beretta, S Ruggieri, F Turini, S Law CEUR WORKSHOP PROCEEDINGS 3442, 2023 | | 2023 |
Comparative usability evaluation of moverio and smartphone V Orso, P Pluchino, A Beretta, G Jacucci, L Gamberini 12th International Conference on Interfaces and Human Computer Interaction …, 2018 | | 2018 |