| Scikit-mobility: A Python library for the analysis, generation, and risk assessment of mobility data L Pappalardo, F Simini, G Barlacchi, R Pellungrini Journal of Statistical Software 103, 1-38, 2022 | 178 | 2022 |
| 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 | 73 | 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 | 22 | 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 | 19 | 2020 |
| 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 | 15 | 2024 |
| 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 |
| A survey on privacy in human mobility A Monreale, R Pellungrini Transactions on Data Privacy 16 (1), 51-82, 2023 | 11 | 2023 |
| Analyzing privacy risk in human mobility data R Pellungrini, L Pappalardo, F Pratesi, A Monreale Software Technologies: Applications and Foundations: STAF 2018 Collocated …, 2018 | 11 | 2018 |
| 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 | 10 | 2024 |
| 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 | 9 | 2024 |
| 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 | 9 | 2020 |
| 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 |
| 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 | 8 | 2024 |
| XAI. it 2024: An Overview on the Future of Explainable AI in the era of Large Language Models M Polignano, C Musto, R Pellungrini, E Purificato, G Semeraro, M Setzu Proceedings of 5th Italian Workshop on Explainable Artificial Intelligence …, 2024 | 7 | 2024 |
| Assessing privacy risk in retail data R Pellungrini, F Pratesi, L Pappalardo Personal Analytics and Privacy. An Individual and Collective Perspective …, 2017 | 7 | 2017 |
| Exphlot: Explainable privacy assessment for human location trajectories F Naretto, R Pellungrini, S Rinzivillo, D Fadda International Conference on Discovery Science, 325-340, 2023 | 5 | 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 | 5 | 2019 |
| Scikit-mobility: A python library for the analysis, generation and risk assessment of mobility data, 2019. DOI: 10.48550 L Pappalardo, F Simini, G Barlacchi, R Pellungrini ARXIV, 1907 | 5 | 1907 |
| Explainable machine learning identifies a polygenic risk score as a key predictor of pancreatic cancer risk in the UK Biobank G Peduzzi, A Felici, R Pellungrini, D Campa Digestive and Liver Disease, 2024 | 2 | 2024 |
| Towards synergistic human-AI collaboration in hybrid decision-making systems C Punzi, M Setzu, R Pellungrini, F Giannotti, D Pedreschi Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 2 | 2023 |
