| scikit-mobility: A Python library for the analysis, generation and risk assessment of mobility data L Pappalardo, F Simini, G Barlacchi, R Pellungrini arXiv preprint arXiv:1907.07062, 2019 | 168 | 2019 |
| A data mining approach to assess privacy risk in human mobility data R Pellungrini, L Pappalardo, F Pratesi, A Monreale ACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 1-27, 2017 | 70 | 2017 |
| Human mobility from theory to practice: Data, models and applications L Pappalardo, G Barlacchi, R Pellungrini, F Simini Companion Proceedings of The 2019 World Wide Web Conference, 1311-1312, 2019 | 20 | 2019 |
| Modeling adversarial behavior against mobility data privacy R Pellungrini, L Pappalardo, F Simini, A Monreale IEEE Transactions on Intelligent Transportation Systems 23 (2), 1145-1158, 2020 | 17 | 2020 |
| Fast estimation of privacy risk in human mobility data R Pellungrini, L Pappalardo, F Pratesi, A Monreale Computer Safety, Reliability, and Security: SAFECOMP 2017 Workshops, ASSURE …, 2017 | 15 | 2017 |
| Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence C Metta, A Beretta, R Pellungrini, S Rinzivillo, F Giannotti Bioengineering 11 (4), 369, 2024 | 10 | 2024 |
| Analyzing privacy risk in human mobility data R Pellungrini, L Pappalardo, F Pratesi, A Monreale Software Technologies: Applications and Foundations: STAF 2018 Collocated …, 2018 | 10 | 2018 |
| Prediction and explanation of privacy risk on mobility data with neural networks F Naretto, R Pellungrini, FM Nardini, F Giannotti ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine …, 2020 | 9 | 2020 |
| Predicting and explaining privacy risk exposure in mobility data F Naretto, R Pellungrini, A Monreale, FM Nardini, M Musolesi International Conference on Discovery Science, 403-418, 2020 | 8 | 2020 |
| A Survey on Privacy in Human Mobility A Monreale, R Pellungrini Transactions on Data Privacy 16 (1), 51-82, 2023 | 7 | 2023 |
| Assessing privacy risk in retail data R Pellungrini, F Pratesi, L Pappalardo Personal Analytics and Privacy. An Individual and Collective Perspective …, 2017 | 7 | 2017 |
| The local environment and germline genetic variation predict cancer risk in the UK Biobank prospective cohort A Felici, G Peduzzi, F Giorgolo, A Spinelli, M Calderisi, A Monreale, ... Environmental Research 241, 117562, 2024 | 6 | 2024 |
| Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma G Peduzzi, A Felici, R Pellungrini, F Giorgolo, R Farinella, M Gentiluomo, ... Digestive and Liver Disease 56 (6), 1054-1063, 2024 | 5 | 2024 |
| EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories F Naretto, R Pellungrini, S Rinzivillo, D Fadda International Conference on Discovery Science, 325-340, 2023 | 4 | 2023 |
| Privacy risk for individual basket patterns R Pellungrini, A Monreale, R Guidotti ECML PKDD 2018 Workshops: MIDAS 2018 and PAP 2018, Dublin, Ireland …, 2019 | 4 | 2019 |
| AI, Meet Human: Learning paradigms for hybrid decision making systems C Punzi, R Pellungrini, M Setzu, F Giannotti, D Pedreschi arXiv preprint arXiv:2402.06287, 2024 | 3 | 2024 |
| Privacy Risk and Data Utility Assessment on Network Data R Pellungrini International Symposium: From Data to Models and Back, 93-106, 2021 | 2 | 2021 |
| Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic C Punzi, A Maslennikova, G Gezici, R Pellungrini, F Giannotti World Conference on Explainable Artificial Intelligence, 621-635, 2023 | 1 | 2023 |
| Modeling & Predicting Privacy Risk in Personal Data R Pellungrini Università degli Studi di Pisa, 2020 | 1 | 2020 |
| Ensemble Counterfactual Explanations for Churn Analysis S Tonati, R Pellungrini, M DI VECE, F Giannotti Discovery Science 2024 Springer Proceedings, 2024 | | 2024 |
