Andrea Beretta

According to our database, Andrea Beretta authored at least 14 papers between 2019 and 2025.

Collaborative distances:

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

2025

Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning.

Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti

Int. J. Data Sci. Anal., June, 2025

The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR.

Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law

CoRR, January, 2025

2024

XAI in Healthcare.

Gizem Gezici, Carlo Metta, Andrea Beretta, Roberto Pellungrini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti

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

Requirements of eXplainable AI in Algorithmic Hiring.

Andrea Beretta, Gianmario Ercoli, Alfonso Ferraro, Riccardo Guidotti, Andrea Iommi, Antonio Mastropietro, Anna Monreale, Daniela Rotelli, Salvatore Ruggieri

Proceedings of the 1st Workshop on AI bias: Measurements, 2024

What Tugs at Your Heartstrings? Exploring Flow, and Affect Recognition Through HRV, While Video Gaming.

Elena Sajno, Alessio Rossi, Andrea Beretta, Nicole Novielli, Luca Pappalardo, Giuseppe Riva

Proceedings of the 12th International Conference on Affective Computing and Intelligent Interaction, 2024

2023

Co-design of Human-centered, Explainable AI for Clinical Decision Support.

Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo

ACM Trans. Interact. Intell. Syst., December, 2023

The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods.

Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Interpretable Data Partitioning Through Tree-Based Clustering Methods.

Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias.

David Solans, Andrea Beretta, Manuel Portela, Carlos Castillo, Anna Monreale

CoRR, 2022

Detecting Addiction, Anxiety, and Depression by Users Psychometric Profiles.

Anna Monreale, Benedetta Iavarone, Elena Rossetto, Andrea Beretta

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Follow the Flow: A Prospective on the On-Line Detection of Flow Mental State through Machine Learning.

Elena Sajno, Andrea Beretta, Nicole Novielli, Giuseppe Riva

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems.

Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Explainable Deep Image Classifiers for Skin Lesion Diagnosis.

Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti

CoRR, 2021

2019

Following Wrong Suggestions: Self-blame in Human and Computer Scenarios.

Andrea Beretta, Massimo Zancanaro, Bruno Lepri

Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019