Andrea Beretta

16 papers A* 1B 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A software architecture for verifiable and explainable classification.
Mach. Learn.
Raul Barbosa, Salvatore Rinzivillo, Jacques Robin, Andrea Beretta, Henrique Madeira
2025 J jnl
Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning.
Int. J. Data Sci. Anal.
Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
2025 J jnl
The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR.
CoRR
Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law
2024 — conf
Requirements of eXplainable AI in Algorithmic Hiring.
AIMMES
Andrea Beretta, Gianmario Ercoli, Alfonso Ferraro, Riccardo Guidotti, Andrea Iommi, Antonio Mastropietro, Anna Monreale, Daniela Rotelli, Salvatore Ruggieri
2024 — conf
What Tugs at Your Heartstrings? Exploring Flow, and Affect Recognition Through HRV, While Video Gaming.
ACII (Workshops and Demos)
Elena Sajno, Alessio Rossi, Andrea Beretta, Nicole Novielli, Luca Pappalardo, Giuseppe Riva
2024 — conf
XAI in Healthcare.
HHAI Workshops
Gizem Gezici, Carlo Metta, Andrea Beretta, Roberto Pellungrini, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti
2023 J jnl
Co-design of Human-centered, Explainable AI for Clinical Decision Support.
ACM Trans. Interact. Intell. Syst.
Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo
2023 B conf
Interpretable Data Partitioning Through Tree-Based Clustering Methods.
DS
Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni
2023 — conf
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods.
EWAF
Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law
2022 — conf
Detecting Addiction, Anxiety, and Depression by Users Psychometric Profiles.
WWW (Companion Volume)
Anna Monreale, Benedetta Iavarone, Elena Rossetto, Andrea Beretta
2022 — conf
Follow the Flow: A Prospective on the On-Line Detection of Flow Mental State through Machine Learning.
MetroXRAINE
Elena Sajno, Andrea Beretta, Nicole Novielli, Giuseppe Riva
2022 J jnl
Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias.
CoRR
David Solans, Andrea Beretta, Manuel Portela, Carlos Castillo, Anna Monreale
2022 A* conf
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems.
CHI
Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi
2021 J jnl
Explainable Deep Image Classifiers for Skin Lesion Diagnosis.
CoRR
Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
2019 — conf
Following Wrong Suggestions: Self-blame in Human and Computer Scenarios.
INTERACT (3)
Andrea Beretta, Massimo Zancanaro, Bruno Lepri
2019 J jnl
Following wrong suggestions: self-blame in human and computer scenarios.
CoRR
Andrea Beretta, Massimo Zancanaro, Bruno Lepri