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Roberto Pellungrini
Roberto Pellungrini
Research Fellow at Scuola Normale Superiore, Classe di Scienze, Pisa
Adresse e-mail validée de sns.it
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Année
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
1232019
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
582017
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
182019
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
132020
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
122017
Analyzing privacy risk in human mobility data
R Pellungrini, L Pappalardo, F Pratesi, A Monreale
Software Technologies: Applications and Foundations: STAF 2018 Collocated …, 2018
72018
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
52020
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
42020
Assessing privacy risk in retail data
R Pellungrini, F Pratesi, L Pappalardo
Personal Analytics and Privacy. An Individual and Collective Perspective …, 2017
42017
Privacy risk for individual basket patterns
R Pellungrini, A Monreale, R Guidotti
ECML PKDD 2018 Workshops: MIDAS 2018 and PAP 2018, Dublin, Ireland …, 2019
32019
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
22024
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, 2023
12023
A Survey on Privacy in Human Mobility
A Monreale, R Pellungrini
Transactions on Data Privacy 16 (1), 51-82, 2023
12023
Privacy Risk and Data Utility Assessment on Network Data
R Pellungrini
International Symposium: From Data to Models and Back, 93-106, 2021
12021
Modeling & Predicting Privacy Risk in Personal Data
R Pellungrini
12020
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
2024
Towards synergistic Human-AI collaboration in Hybrid Decision-Making Systems
C Punzi, M Setzu, R Pellungrini, F Giannotti, D Pedreschi
2023
Exposome and genome interactions and pancreatic ductal adenocarcinoma susceptibility in the UK Biobank
G Peduzzi, A Felici, R Pellungrini, M Gentiluomo, M Calderisi, A Monreale, ...
Pancreatology 23, e28, 2023
2023
EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories
F Naretto, R Pellungrini, S Rinzivillo, D Fadda
International Conference on Discovery Science, 325-340, 2023
2023
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
2023
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