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Andrea Beretta
Andrea Beretta
CNR - ISTI -
Adresse e-mail validée de isti.cnr.it
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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
1292022
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
502023
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
252022
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
162023
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
142024
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
112015
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
102021
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
92024
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
72022
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
42022
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
32022
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
32019
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
12023
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
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