Caterina Fregosi

According to our database, Caterina Fregosi authored at least 10 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Which explanations do clinicians prefer? A comparative evaluation of XAI understandability and actionability in predicting the need for hospitalization.

Laura Bergomi, Giovanna Nicora, Marta Anna Orlowska, Chiara Podrecca, Riccardo Bellazzi, Caterina Fregosi, Francesco Salinaro, Marco Bonzano, Giuseppe Crescenzi, Francesco Speciale, Santi Di Pietro, Valentina Zuccaro, Erika Asperges, Paolo Sacchi, Pietro Valsecchi, Elisabetta Pagani, Michele Catalano, Chandra Bortolotto, Lorenzo Preda, Enea Parimbelli

BMC Medical Informatics Decis. Mak., December, 2025

Five Degrees of Separation: Investigating the Unexpected Potential of Displaced Human-AI Collaboration Protocols for Apter AI Support.

Federico Cabitza, Andrea Campagner, Caterina Fregosi, Matteo Cameli, Enrico Gallazzi, Luca Maria Sconfienza, Gian Eugenio Tontini

Proc. ACM Hum. Comput. Interact., 2025

Machine learning systems as mentors in human learning: A user study on machine bias transmission in medical training.

Lucia Vicente, Helena Matute, Caterina Fregosi, Federico Cabitza

Int. J. Hum. Comput. Stud., 2025

How to Explain in XAI? - Investigating Explanation Protocols in Decision Support Systems.

Caterina Fregosi

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

Too Sure for Trust. The Paradoxical Effect of Calibrated Confidence in Case of Uncalibrated Trust in Hybrid Decision Making.

Federico Cabitza, Caterina Fregosi, Lucia Vicente

Proceedings of the Explainable Artificial Intelligence, 2025

From Oracular to Judicial: Enhancing Clinical Decision Making through Contrasting Explanations and a Novel Interaction Protocol.

Federico Cabitza, Lorenzo Famiglini, Caterina Fregosi, Samuele Pe, Enea Parimbelli, Giovanni Andrea La Maida, Enrico Gallazzi

Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025

2024

Explanations Considered Harmful: The Impact of Misleading Explanations on Accuracy in Hybrid Human-AI Decision Making.

Federico Cabitza, Caterina Fregosi, Andrea Campagner, Chiara Natali

Proceedings of the Explainable Artificial Intelligence, 2024

A Frictional Design Approach: Towards Judicial AI and its Possible Applications.

Caterina Fregosi, Federico Cabitza

Proceedings of the Workshops at the Third International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2024), 2024

Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design.

Alessandro Facchini, Caterina Fregosi, Chiara Natali, Alberto Termine, Ben Wilson

Proceedings of the 12th International Conference on Human-Agent Interaction, 2024

Assessing appropriate reliance: a framework for evaluating AI influence on user decision-making.

Caterina Fregosi, Andrea Campagner, Chiara Natali, Federico Cabitza

Proceedings of the 3rd Workshop on Artificial Intelligence for Human-Machine Interaction 2024 co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024