Andrea Beretta

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Clinical Decision Support Systems

Machine Learning

Data Partitioning

Top Venues

Publications

Cecilia Panigutti, Andrea Beretta, Daniele Fadda, Fosca Giannotti, Dino Pedreschi, Alan Perotti, Salvatore Rinzivillo
Co-design of Human-centered, Explainable AI for Clinical Decision Support. ACM Trans. Interact. Intell. Syst. 13 (4) (2023)
Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni
Interpretable Data Partitioning Through Tree-Based Clustering Methods. DS (2023)
Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods. EWAF (2023)
David Solans, Andrea Beretta, Manuel Portela, Carlos Castillo, Anna Monreale
Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias. CoRR (2022)
Elena Sajno, Andrea Beretta, Nicole Novielli, Giuseppe Riva
Follow the Flow: A Prospective on the On-Line Detection of Flow Mental State through Machine Learning. MetroXRAINE (2022)
Anna Monreale, Benedetta Iavarone, Elena Rossetto, Andrea Beretta
Detecting Addiction, Anxiety, and Depression by Users Psychometric Profiles. WWW (Companion Volume) (2022)
Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems. CHI (2022)
Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti
Explainable Deep Image Classifiers for Skin Lesion Diagnosis. CoRR (2021)
Andrea Beretta, Massimo Zancanaro, Bruno Lepri
Following wrong suggestions: self-blame in human and computer scenarios. CoRR (2019)
Andrea Beretta, Massimo Zancanaro, Bruno Lepri
Following Wrong Suggestions: Self-blame in Human and Computer Scenarios. INTERACT (3) (2019)