Federico Maria Cau

23 papers A* 1A 2Journal 7Unranked 12
YearRankTypeTitle / 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