PELLUNGRINI, ROBERTO Statistiche
PELLUNGRINI, ROBERTO
DIPARTIMENTO DI INFORMATICA
Mathematical Foundation of Interpretable Equivariant Surrogate Models
2026-01-01 Colombini, Jacopo Joy; Bonchi, Filippo; Giannini, Francesco; Giannotti, Fosca; Pellungrini, Roberto; Frosini, Patrizio
Counterfactual ensembles for interpretable churn prediction: from real-world to privacy-preserving synthetic data
2025-01-01 Tonati, Samuele; Vece, Marzio Di; Giannotti, Fosca; Pellungrini, Roberto
Ensemble Counterfactual Explanations for Churn Analysis
2025-01-01 Tonati, Samuele; Di Vece, Marzio; Pellungrini, Roberto; Giannotti, Fosca
Analyzing and explaining privacy risks on time series data: ongoing work and challenges
2024-01-01 Allard, Tristan; Asghar, Hira; Avoine, Gildas; Bobineau, Christophe; Cauchois, Pierre; Fromont, Elisa; Monreale, Anna; Naretto, Francesca; Pellungrini, Roberto; Pratesi, Francesca; Rousset, Marie-Christine; Voyez, Antonin
Efficiency Boosts in Human Mobility Data Privacy Risk Assessment: Advancements within the PRUDEnce Framework
2024-01-01 Gomes, F. O.; Pellungrini, R.; Monreale, A.; Renso, C.; Martina, J. E.
Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection
2024-01-01 Corbucci, L.; Monreale, A.; Pellungrini, R.
Explainable machine learning identifies a polygenic risk score as a key predictor of pancreatic cancer risk in the UK Biobank
2024-01-01 Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Campa, Daniele
One-Shot Clustering for Federated Learning
2024-01-01 Zuziak, Maciej Krzysztof; Pellungrini, Roberto; Rinzivillo, Salvatore
The local environment and germline genetic variation predict cancer risk in the UK Biobank prospective cohort
2024-01-01 Felici, Alessio; Peduzzi, Giulia; Giorgolo, Francesca; Spinelli, Andrea; Calderisi, Marco; Monreale, Anna; Farinella, Riccardo; Pellungrini, Roberto; Canzian, Federico; Campa, Daniele
TrajectGuard: A Comprehensive Privacy-Risk Framework for Multiple-Aspects Trajectories
2024-01-01 Gomes, Fernanda Oliveira; Pellungrini, Roberto; Monreale, Anna; Renso, Chiara; Martina, Jean Everson
Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma
2023-01-01 Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Giorgolo, Francesca; Farinella, Riccardo; Gentiluomo, Manuel; Spinelli, Andrea; Capurso, Gabriele; Monreale, Anna; Canzian, Federico; Calderisi, Marco; Campa, Daniele
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.
Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic
2023-01-01 Punzi, C.; Maslennikova, A.; Gezici, G.; Pellungrini, R.; Giannotti, F.
Modeling Adversarial Behavior Against Mobility Data Privacy
2022-01-01 Pellungrini, Roberto; Pappalardo, Luca; Simini, Filippo; Monreale, Anna
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks
2020-01-01 Naretto, Francesca; Pellungrini, Roberto; Nardini, Franco Maria; Giannotti, Fosca
Human mobility from theory to practice: Data, models and applications
2019-01-01 Simini, F.; Pellungrini, R.; Barlacchi, G.; Pappalardo, L.
Privacy risk for individual basket patterns
2019-01-01 Pellungrini, R.; Monreale, A.; Guidotti, R.
scikit-mobility: a Python library for the analysis, generation and risk assessment of mobility data
2019-01-01 Pappalardo, Luca; Simini, Filippo; Barlacchi, Gianni; Pellungrini, Roberto
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data
2018-01-01 Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Mathematical Foundation of Interpretable Equivariant Surrogate Models | 1-gen-2026 | Colombini, Jacopo Joy; Bonchi, Filippo; Giannini, Francesco; Giannotti, Fosca; Pellungrini, Roberto; Frosini, Patrizio | |
| Counterfactual ensembles for interpretable churn prediction: from real-world to privacy-preserving synthetic data | 1-gen-2025 | Tonati, Samuele; Vece, Marzio Di; Giannotti, Fosca; Pellungrini, Roberto | |
| Ensemble Counterfactual Explanations for Churn Analysis | 1-gen-2025 | Tonati, Samuele; Di Vece, Marzio; Pellungrini, Roberto; Giannotti, Fosca | |
| Analyzing and explaining privacy risks on time series data: ongoing work and challenges | 1-gen-2024 | Allard, Tristan; Asghar, Hira; Avoine, Gildas; Bobineau, Christophe; Cauchois, Pierre; Fromont, Elisa; Monreale, Anna; Naretto, Francesca; Pellungrini, Roberto; Pratesi, Francesca; Rousset, Marie-Christine; Voyez, Antonin | |
| Efficiency Boosts in Human Mobility Data Privacy Risk Assessment: Advancements within the PRUDEnce Framework | 1-gen-2024 | Gomes, F. O.; Pellungrini, R.; Monreale, A.; Renso, C.; Martina, J. E. | |
| Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection | 1-gen-2024 | Corbucci, L.; Monreale, A.; Pellungrini, R. | |
| Explainable machine learning identifies a polygenic risk score as a key predictor of pancreatic cancer risk in the UK Biobank | 1-gen-2024 | Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Campa, Daniele | |
| One-Shot Clustering for Federated Learning | 1-gen-2024 | Zuziak, Maciej Krzysztof; Pellungrini, Roberto; Rinzivillo, Salvatore | |
| The local environment and germline genetic variation predict cancer risk in the UK Biobank prospective cohort | 1-gen-2024 | Felici, Alessio; Peduzzi, Giulia; Giorgolo, Francesca; Spinelli, Andrea; Calderisi, Marco; Monreale, Anna; Farinella, Riccardo; Pellungrini, Roberto; Canzian, Federico; Campa, Daniele | |
| TrajectGuard: A Comprehensive Privacy-Risk Framework for Multiple-Aspects Trajectories | 1-gen-2024 | Gomes, Fernanda Oliveira; Pellungrini, Roberto; Monreale, Anna; Renso, Chiara; Martina, Jean Everson | |
| Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma | 1-gen-2023 | Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Giorgolo, Francesca; Farinella, Riccardo; Gentiluomo, Manuel; Spinelli, Andrea; Capurso, Gabriele; Monreale, Anna; Canzian, Federico; Calderisi, Marco; Campa, Daniele | |
| 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. | |
| Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic | 1-gen-2023 | Punzi, C.; Maslennikova, A.; Gezici, G.; Pellungrini, R.; Giannotti, F. | |
| Modeling Adversarial Behavior Against Mobility Data Privacy | 1-gen-2022 | Pellungrini, Roberto; Pappalardo, Luca; Simini, Filippo; Monreale, Anna | |
| Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks | 1-gen-2020 | Naretto, Francesca; Pellungrini, Roberto; Nardini, Franco Maria; Giannotti, Fosca | |
| Human mobility from theory to practice: Data, models and applications | 1-gen-2019 | Simini, F.; Pellungrini, R.; Barlacchi, G.; Pappalardo, L. | |
| Privacy risk for individual basket patterns | 1-gen-2019 | Pellungrini, R.; Monreale, A.; Guidotti, R. | |
| scikit-mobility: a Python library for the analysis, generation and risk assessment of mobility data | 1-gen-2019 | Pappalardo, Luca; Simini, Filippo; Barlacchi, Gianni; Pellungrini, Roberto | |
| A Data Mining Approach to Assess Privacy Risk in Human Mobility Data | 1-gen-2018 | Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna |