Quantitative and Ontology-Based Comparison of Explanations for Image Classification. - Valentina Ghidini; Alan Perotti; Rossano Schifanella (LOD, 2019)

The Xi Method: Unlocking the Mysteries of Regression with Statistics. - Valentina Ghidini (xAI (1), 2023)

Explaining classifiers with measures of statistical association. - Emanuele Borgonovo; Valentina Ghidini; Roman Hahn; Elmar Plischke (Comput. Stat. Data Anal., 2023)

Statistics and Explainability: A Fruitful Alliance. - Valentina Ghidini (xAI (2), 2024)

Observation-Specific Explanations Through Scattered Data Approximation. - Valentina Ghidini; Michael D. Multerer; Jacopo Quizi; Rohan Sen (xAI (2), 2024)

Bias and Identifiability in the Bounded Confidence Model. - Claudio Borile; Jacopo Lenti; Valentina Ghidini; Corrado Monti; Gianmarco De Francisci Morales (CoRR, 2025)