PELLUNGRINI, ROBERTO Statistiche
PELLUNGRINI, ROBERTO
DIPARTIMENTO DI INFORMATICA
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.
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
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.
Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems
2023-01-01 Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino
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
Analyzing Privacy Risk in Human Mobility Data
2018-01-01 Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna
Assessing privacy risk in retail data
2017-01-01 Pellungrini, R.; Pratesi, F.; Pappalardo, L.
Fast estimation of privacy risk in human mobility data
2017-01-01 Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna
1315-P: Pre– and Post–Liver Transplant Diabetes (DM) and Prediabetes (PD), and the Impact on Transplant Outcomes—Results of a Large Single-Center Study
Scopelliti, Milena; VAN STRIJDONCK, Cato; Gezici, Gizem; Carrai, Paola; Petruccelli, Stefania; Catalano, Gabriele; Martinelli, Caterina; Bronzoni, Jessica; Pezzati, Daniele; Tincani, Giovanni; Balzano, Emanuele; Femia, FRANCESCA R.; DEL TESTA, Roberta; Pellungrini, Roberto; Pedreschi, Dino; Giannotti, Fosca; Marchetti, Piero; Ghinolfi, Davide; DE SIMONE, Paolo; Marselli, Lorella
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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. | |
| 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 | |
| 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. | |
| Towards Synergistic Human-AI Collaboration in Hybrid Decision-Making Systems | 1-gen-2023 | Punzi, Clara; Setzu, Mattia; Pellungrini, Roberto; Giannotti, Fosca; Pedreschi, Dino | |
| 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 | |
| Analyzing Privacy Risk in Human Mobility Data | 1-gen-2018 | Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna | |
| Assessing privacy risk in retail data | 1-gen-2017 | Pellungrini, R.; Pratesi, F.; Pappalardo, L. | |
| Fast estimation of privacy risk in human mobility data | 1-gen-2017 | Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna | |
| 1315-P: Pre– and Post–Liver Transplant Diabetes (DM) and Prediabetes (PD), and the Impact on Transplant Outcomes—Results of a Large Single-Center Study | - | Scopelliti, Milena; VAN STRIJDONCK, Cato; Gezici, Gizem; Carrai, Paola; Petruccelli, Stefania; Catalano, Gabriele; Martinelli, Caterina; Bronzoni, Jessica; Pezzati, Daniele; Tincani, Giovanni; Balzano, Emanuele; Femia, FRANCESCA R.; DEL TESTA, Roberta; Pellungrini, Roberto; Pedreschi, Dino; Giannotti, Fosca; Marchetti, Piero; Ghinolfi, Davide; DE SIMONE, Paolo; Marselli, Lorella |