Federico Maria Cau

23 papers A* 1A 2Journal 7Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring the impact of explainable AI and cognitive capabilities on users' decisions. User Model. User Adapt. Interact. Federico Maria Cau, Lucio Davide Spano
2026	J	`jnl`	Specializing LLMs to Low-Documented Domains with RAG: An Analysis Across Models and Retrieval Depths. SN Comput. Sci. Jacopo Mereu, Alessandro Carcangiu, Valentino Artizzu, Federico Maria Cau, Lucio Davide Spano
2026	A*	`conf`	When Life Gives You AI, Will You Turn It Into A Market for Lemons? Understanding How Information Asymmetries About AI System Capabilities Affect Market Outcomes and Adoption. CHI Alexander Erlei, Federico Maria Cau, Radoslav Georgiev, Sagar Chethan Kumar, Kilian Bizer, Ujwal Gadiraju
2025	J	`jnl`	Beyond Awareness: Investigating How AI and Psychological Factors Shape Human Self-Confidence Calibration. CoRR Federico Maria Cau, Lucio Davide Spano
2025	J	`jnl`	Can Large Language Models Improve Phishing Defense? A Large-Scale Controlled Experiment on Warning Dialogue Explanations. CoRR Federico Maria Cau, Giuseppe Desolda, Francesco Greco, Lucio Davide Spano, Luca Viganò
2025	J	`jnl`	Exploring the Impact of Explainable AI and Cognitive Capabilities on Users' Decisions. CoRR Federico Maria Cau, Lucio Davide Spano
2025	—	`conf`	Leveraging EUD and Generative AI for Ethical Phishing Campaigns. IS-EUD Bernardo Breve, Paolo Buono, Loredana Caruccio, Federico Maria Cau, Gaetano Cimino, Giuseppe Desolda, Vincenzo Deufemia, Rosa Lanzilotti, Lucio Davide Spano, Cesare Tucci
2025	—	`conf`	The Explanation Scope Does not Fit all: Local, Model-Centric and the Role of Cognitive Traits. CHItaly Federico Maria Cau, Lucio Davide Spano
2025	A	`conf`	The Influence of Curiosity Traits and On-Demand Explanations in AI-Assisted Decision-Making. IUI Federico Maria Cau, Lucio Davide Spano
2024	—	`conf`	A Preliminary Analysis on Self and Peer Evaluation of Personality Models for Recommender Systems. UMAP (Adjunct Publication) Francesco Barile, Federico Maria Cau, Nava Tintarev
2024	—	`conf`	A Preliminary Study of the Impact of Personality on Satisfaction in Group Contexts. UMAP (Adjunct Publication) Francesco Barile, Federico Maria Cau, Nava Tintarev
2024	—	`conf`	Mitigating Human Errors and Cognitive Bias for Human-AI Synergy in Cybersecurity. DAMOCLES@AVI Federico Maria Cau, Lucio Davide Spano
2024	—	`conf`	Navigating the Thin Line: Examining User Behavior in Search to Detect Engagement and Backfire Effects. ECIR (4) Federico Maria Cau, Nava Tintarev
2024	J	`jnl`	Navigating the Thin Line: Examining User Behavior in Search to Detect Engagement and Backfire Effects. CoRR Federico Maria Cau, Nava Tintarev
2023	J	`jnl`	Effects of AI and Logic-Style Explanations on Users' Decisions Under Different Levels of Uncertainty. ACM Trans. Interact. Intell. Syst. Federico Maria Cau, Hanna Hauptmann, Lucio Davide Spano, Nava Tintarev
2023	—	`—`	Effects of Logic-Style Explanations and Uncertainty on Users' Decisions. Federico Maria Cau
2023	—	`conf`	Explaining Through the Right Reasoning Style: Lessons Learnt. EICS (Workshops) Lucio Davide Spano, Federico Maria Cau
2023	A	`conf`	Supporting High-Uncertainty Decisions through AI and Logic-Style Explanations. IUI Federico Maria Cau, Hanna Hauptmann, Lucio Davide Spano, Nava Tintarev
2020	—	`conf`	Considerations for Applying Logical Reasoning to Explain Neural Network Outputs. XAI.it@AI*IA Federico Maria Cau, Lucio Davide Spano, Nava Tintarev
2020	—	`conf`	Explaining Black Box Models Through Twin Systems. IUI Companion Federico Maria Cau
2020	—	`conf`	Inspecting Data Using Natural Language Queries. ICCSA (6) Franscesca Bacci, Federico Maria Cau, Lucio Davide Spano
2019	—	`conf`	An intelligent interface for supporting coaches in providing running feedback. CHItaly Federico Maria Cau, Mattia Samuel Mancosu, Fabrizio Mulas, Paolo Pilloni, Lucio Davide Spano
2019	—	`conf`	An interface for explaining the automatic classification of runners' trainings. IUI Companion Federico Maria Cau, Mattia Samuel Mancosu, Fabrizio Mulas, Paolo Pilloni, Lucio Davide Spano