Salvatore Rinzivillo

Teaching activity

Teaching responsibility for modules/courses

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Lesson timetable

Publications

• A survey on multimodal explainable Artificial Intelligence (Giovannoni, Claudio; Metta, Carlo; Monreale, Anna; Rinzivillo, Salvatore - 2026 - 1.1 Articolo in rivista)
• Can Contributing More Put You at a Higher Leakage Risk? The Relationship Between Shapley Value and Training Data Leakage Risks in Federated Learning (El Mestari, Soumia; Zuziak, Maciej; Lenzini, Gabriele; Rinzivillo, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)
• Integrating human knowledge for explainable AI (Cappuccio, Eleonora; Kathirgamanathan, Bahavathy; Rinzivillo, Salvatore; Andrienko, Gennady; Andrienko, Natalia - 2025 - 1.1 Articolo in rivista)
• Treemob: Expressive Mobility Data Representation Through Tree-Based Structures (Fioravanti, Marta; Cappuccio, Eleonora; Rinzivillo, Salvatore; Guidotti, Riccardo - 2025 - 4.1 Contributo in Atti di convegno)
• FIPER: A Visual-Based Explanation Combining Rules and Feature Importance (Cappuccio, Eleonora; Fadda, Daniele; Lanzilotti, Rosa; Rinzivillo, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)
• Amplified Contribution Analysis for Federated Learning (Zuziak, Maciej Krzysztof; Rinzivillo, Salvatore - 2024 - 4.1 Contributo in Atti di convegno)
• One-Shot Clustering for Federated Learning (Zuziak, Maciej Krzysztof; Pellungrini, Roberto; Rinzivillo, Salvatore - 2024 - 4.1 Contributo in Atti di convegno)
• Exploring Large Language Models Capabilities to Explain Decision Trees (Serafim, Paulo Bruno; Crescenzi, Pierluigi; Gezici, Gizem; Cappuccio, Eleonora; Rinzivillo, Salvatore; Giannotti, Fosca - 2024 - 4.1 Contributo in Atti di convegno)
• An Interactive Interface for Feature Space Navigation (Cappuccio, Eleonora; Beretta, Isacco; Marchiori Manerba, Marta; Rinzivillo, Salvatore - 2024 - 4.1 Contributo in Atti di convegno)
• Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification (Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca - 2024 - 1.1 Articolo in rivista)
• Data Collaboratives with the Use of Decentralised Learning (Zuziak, Maciej Krzysztof; Hinrichs, Onntje; Abdrassulova, Aizhan; Rinzivillo, Salvatore - 2023 - 4.1 Contributo in Atti di convegno)
• Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations (Cappuccio, Eleonora; Fadda, Daniele; Lanzilotti, Rosa; Rinzivillo, Salvatore - 2023 - 4.2 Abstract in Atti di convegno)
• EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories (Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. - 2023 - 4.1 Contributo in Atti di convegno)
• EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. (Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. - 2023 - 1.1 Articolo in rivista)
• Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning (Metta, C; Beretta, A; Guidotti, R; Yin, Y; Gallinari, P; Rinzivillo, S; Giannotti, F - 2023 - 1.1 Articolo in rivista)

All publications by Salvatore Rinzivillo on ARPI, the Research Archive of the University of Pisa