RINZIVILLO, SALVATORE Statistiche
RINZIVILLO, SALVATORE
DIPARTIMENTO DI INFORMATICA
Can Contributing More Put You at a Higher Leakage Risk? The Relationship Between Shapley Value and Training Data Leakage Risks in Federated Learning
2025-01-01 El Mestari, Soumia; Zuziak, Maciej; Lenzini, Gabriele; Rinzivillo, Salvatore
FIPER: A Visual-Based Explanation Combining Rules and Feature Importance
2025-01-01 Cappuccio, Eleonora; Fadda, Daniele; Lanzilotti, Rosa; Rinzivillo, Salvatore
Integrating human knowledge for explainable AI
2025-01-01 Cappuccio, Eleonora; Kathirgamanathan, Bahavathy; Rinzivillo, Salvatore; Andrienko, Gennady; Andrienko, Natalia
Treemob: Expressive Mobility Data Representation Through Tree-Based Structures
2025-01-01 Fioravanti, Marta; Cappuccio, Eleonora; Rinzivillo, Salvatore; Guidotti, Riccardo
Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification
2024-01-01 Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca
Amplified Contribution Analysis for Federated Learning
2024-01-01 Zuziak, Maciej Krzysztof; Rinzivillo, Salvatore
An Interactive Interface for Feature Space Navigation
2024-01-01 Cappuccio, Eleonora; Beretta, Isacco; Marchiori Manerba, Marta; Rinzivillo, Salvatore
Exploring Large Language Models Capabilities to Explain Decision Trees
2024-01-01 Serafim, Paulo Bruno; Crescenzi, Pierluigi; Gezici, Gizem; Cappuccio, Eleonora; Rinzivillo, Salvatore; Giannotti, Fosca
One-Shot Clustering for Federated Learning
2024-01-01 Zuziak, Maciej Krzysztof; Pellungrini, Roberto; Rinzivillo, Salvatore
Data Collaboratives with the Use of Decentralised Learning
2023-01-01 Zuziak, Maciej Krzysztof; Hinrichs, Onntje; Abdrassulova, Aizhan; Rinzivillo, Salvatore
Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations
2023-01-01 Cappuccio, Eleonora; Fadda, Daniele; Lanzilotti, Rosa; Rinzivillo, Salvatore
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories.
2023-01-01 Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D.
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories
2023-01-01 Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D.
Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning
2023-01-01 Metta, C; Beretta, A; Guidotti, R; Yin, Y; Gallinari, P; Rinzivillo, S; Giannotti, F
Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers
2022-01-01 Metta, C.; Guidotti, R.; Yin, Y.; Gallinari, P.; Rinzivillo, S.
Federated Learning as an Analytical Framework for Personal Data Management - a proposition paper
2022-01-01 Zuziak, M.; Rinzivillo, S.
Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling
2021-01-01 Metta, Carlo; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore
NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks
2018-01-01 Rossetti, G.; Milli, L.; Rinzivillo, S.
NDlib: Studying Network Diffusion Dynamics
2017-01-01 Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore; Sirbu, Alina; Pedreschi, Dino; Giannotti, Fosca
Never drive alone: Boosting carpooling with network analysis
2017-01-01 Guidotti, Riccardo; Nanni, Mirco; Rinzivillo, Salvatore; Pedreschi, Dino; Giannotti, Fosca
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Can Contributing More Put You at a Higher Leakage Risk? The Relationship Between Shapley Value and Training Data Leakage Risks in Federated Learning | 1-gen-2025 | El Mestari, Soumia; Zuziak, Maciej; Lenzini, Gabriele; Rinzivillo, Salvatore | |
| FIPER: A Visual-Based Explanation Combining Rules and Feature Importance | 1-gen-2025 | Cappuccio, Eleonora; Fadda, Daniele; Lanzilotti, Rosa; Rinzivillo, Salvatore | |
| Integrating human knowledge for explainable AI | 1-gen-2025 | Cappuccio, Eleonora; Kathirgamanathan, Bahavathy; Rinzivillo, Salvatore; Andrienko, Gennady; Andrienko, Natalia | |
| Treemob: Expressive Mobility Data Representation Through Tree-Based Structures | 1-gen-2025 | Fioravanti, Marta; Cappuccio, Eleonora; Rinzivillo, Salvatore; Guidotti, Riccardo | |
| Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification | 1-gen-2024 | Metta, Carlo; Beretta, Andrea; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore; Giannotti, Fosca | |
| Amplified Contribution Analysis for Federated Learning | 1-gen-2024 | Zuziak, Maciej Krzysztof; Rinzivillo, Salvatore | |
| An Interactive Interface for Feature Space Navigation | 1-gen-2024 | Cappuccio, Eleonora; Beretta, Isacco; Marchiori Manerba, Marta; Rinzivillo, Salvatore | |
| Exploring Large Language Models Capabilities to Explain Decision Trees | 1-gen-2024 | Serafim, Paulo Bruno; Crescenzi, Pierluigi; Gezici, Gizem; Cappuccio, Eleonora; Rinzivillo, Salvatore; Giannotti, Fosca | |
| One-Shot Clustering for Federated Learning | 1-gen-2024 | Zuziak, Maciej Krzysztof; Pellungrini, Roberto; Rinzivillo, Salvatore | |
| Data Collaboratives with the Use of Decentralised Learning | 1-gen-2023 | Zuziak, Maciej Krzysztof; Hinrichs, Onntje; Abdrassulova, Aizhan; Rinzivillo, Salvatore | |
| Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations | 1-gen-2023 | Cappuccio, Eleonora; Fadda, Daniele; Lanzilotti, Rosa; Rinzivillo, Salvatore | |
| EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. | 1-gen-2023 | Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. | |
| EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories | 1-gen-2023 | Naretto, F.; Pellungrini, R.; Rinzivillo, S.; Fadda, D. | |
| Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning | 1-gen-2023 | Metta, C; Beretta, A; Guidotti, R; Yin, Y; Gallinari, P; Rinzivillo, S; Giannotti, F | |
| Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers | 1-gen-2022 | Metta, C.; Guidotti, R.; Yin, Y.; Gallinari, P.; Rinzivillo, S. | |
| Federated Learning as an Analytical Framework for Personal Data Management - a proposition paper | 1-gen-2022 | Zuziak, M.; Rinzivillo, S. | |
| Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling | 1-gen-2021 | Metta, Carlo; Guidotti, Riccardo; Yin, Yuan; Gallinari, Patrick; Rinzivillo, Salvatore | |
| NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks | 1-gen-2018 | Rossetti, G.; Milli, L.; Rinzivillo, S. | |
| NDlib: Studying Network Diffusion Dynamics | 1-gen-2017 | Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore; Sirbu, Alina; Pedreschi, Dino; Giannotti, Fosca | |
| Never drive alone: Boosting carpooling with network analysis | 1-gen-2017 | Guidotti, Riccardo; Nanni, Mirco; Rinzivillo, Salvatore; Pedreschi, Dino; Giannotti, Fosca |