Following Wrong Suggestions: Self-blame in Human and Computer Scenarios. - Andrea Beretta; Massimo Zancanaro; Bruno Lepri (INTERACT (3), 2019)

Explainable Deep Image Classifiers for Skin Lesion Diagnosis. - Carlo Metta; Andrea Beretta; Riccardo Guidotti; Yuan Yin; Patrick Gallinari; Salvatore Rinzivillo; Fosca Giannotti (CoRR, 2021)

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 (CHI, 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 001 (MetroXRAINE, 2022)

Detecting Addiction, Anxiety, and Depression by Users Psychometric Profiles. - Anna Monreale; Benedetta Iavarone; Elena Rossetto; Andrea Beretta (WWW (Companion Volume), 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 001; Anna Monreale (CoRR, 2022)

Interpretable Data Partitioning Through Tree-Based Clustering Methods. - Riccardo Guidotti; Cristiano Landi; Andrea Beretta; Daniele Fadda; Mirco Nanni (DS, 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 (EWAF, 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., 2023)

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 001 (ACII (Workshops and Demos), 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 (AIMMES, 2024)

XAI in Healthcare. - Gizem Gezici; Carlo Metta; Andrea Beretta; Roberto Pellungrini; Salvatore Rinzivillo; Dino Pedreschi; Fosca Giannotti (HHAI Workshops, 2024)

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, 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., 2025)