PELLUNGRINI, Roberto
PELLUNGRINI, Roberto
Classe di Scienze
A data mining approach to assess privacy risk in human mobility data
2017 Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna
A Fair Selective Classifier to Put Humans in the Loop
2024 Lenders, D.; Pugnana, A.; Pellungrini, R.; Calders, T.; Giannotti, Fosca; Pedreschi, D.
A survey on privacy in human mobility
2023 Monreale, Anna; Pellungrini, Roberto
Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma
2024 Peduzzi, Giulia; Felici, Alessio; Pellungrini, Roberto; Giorgolo, Francesca; Farinella, Riccardo; Gentiluomo, Manuel; Spinelli, Andrea; Capurso, Gabriele; Monreale, Anna; Canzian, Federico; Calderisi, Marco; Campa, Daniele
Analyzing privacy risk in human mobility data
2018 Pellungrini, Roberto; Pappalardo, Luca; Pratesi, Francesca; Monreale, Anna
Artificial intelligence to predict cancer risk, are we there yet? A comprehensive review across cancer types
2025 Felici, A.; Peduzzi, G.; Pellungrini, R.; Campa, D.
Assessing privacy risk in retail data
2017 Pellungrini, Roberto; Pratesi, Francesca; Pappalardo, Luca
Conversational XAI: Formalizing Its Basic Design Principles
2025 Garofalo, M.; Fantini, A.; Pellungrini, R.; Pilato, G.; Villari, M.; Giannotti, F.
Counterfactual Ensembles for Interpretable Churn Prediction: From Real-World to Privacy-Preserving Synthetic Data
2025 Tonati, Samuele; Di Vece, Marzio; Giannotti, Fosca; Pellungrini, Roberto
Discovery Science 27th International Conference, DS 2024, Pisa, Italy, October 14–16, 2024, Proceedings, Part I
2025 Pedreschi, D.; Monreale, A.; Guidotti, R.; Pellungrini, R.; Naretto, F.
Discovery Science : 27th International Conference, DS 2024, Pisa, Italy, October 14–16, 2024, Proceedings, Part II
2025 Pedreschi, Dino; Monreale, Anna; Guidotti, Riccardo; Pellungrini, Roberto; Naretto, Francesca
Efficiency Boosts in Human Mobility Data Privacy Risk Assessment: Advancements within the PRUDEnce Framework
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
2024 Corbucci, L.; Monreale, A.; Pellungrini, R.
Ensemble Counterfactual Explanations for Churn Analysis
2025 Tonati, Samuele; Pellungrini, Roberto; DI VECE, Marzio; Giannotti, Fosca
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories
2023 Naretto, Francesca; Pellungrini, Roberto; Rinzivillo, Salvatore; Fadda, Daniele
Explainable machine learning identifies a polygenic risk score as a key predictor of pancreatic cancer risk in the UK Biobank
2025 Peduzzi, G.; Felici, A.; Pellungrini, R.; Campa, D.
Explaining Socio-demographic and Behavioral Patterns of Vaccination against the Swine Flu (H1N1) Pandemic
2023 Punzi, Clara; Maslennikova, Aleksandra; Gezici, Gizem; Pellungrini, Roberto; Giannotti, Fosca
Fast estimation of privacy risk in human mobility data
2017 Pellungrini, R.; Pappalardo, L.; Pratesi, F.; Monreale, A.
From Data to Models and Back : 10th International Symposium, DataMod 2021 Virtual Event, December 6–7, 2021, Revised Selected Papers 10th International Symposium, DataMod 2021, Virtual Event, December 6–7, 2021
2022 Bowles, Juliana; Broccia, Giovanna; Pellungrini, Roberto
Human mobility from theory to practice: Data, models and applications
2019 Simini, F.; Pellungrini, R.; Barlacchi, G.; Pappalardo, L.