Human migration: The big data perspective A Sîrbu, G Andrienko, N Andrienko, C Boldrini, M Conti, F Giannotti, ... International Journal of Data Science and Analytics 11, 341-360, 2021 | 123 | 2021 |
Privacy-by-design in big data analytics and social mining A Monreale, S Rinzivillo, F Pratesi, F Giannotti, D Pedreschi EPJ Data Science 3, 1-26, 2014 | 95 | 2014 |
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment M Nanni, G Andrienko, AL Barabási, C Boldrini, F Bonchi, C Cattuto, ... Ethics and Information Technology 23 (1), 1-6, 2021 | 76 | 2021 |
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 | 71 | 2017 |
Cultural dimensions in online purchase behavior: Evidence from a cross-cultural study F Pratesi, L Hu, R Rialti, L Zollo, M Faraoni Italian journal of marketing 2021, 227-247, 2021 | 42 | 2021 |
Privacy-preserving distributed movement data aggregation A Monreale, WH Wang, F Pratesi, S Rinzivillo, D Pedreschi, G Andrienko, ... Geographic information science at the heart of Europe, 225-245, 2013 | 42 | 2013 |
PRUDEnce: a system for assessing privacy risk vs utility in data sharing ecosystems F Pratesi, A Monreale, R Trasarti, F Giannotti, D Pedreschi, T Yanagihara Transactions on Data Privacy 11 (2), 139-167, 2018 | 41 | 2018 |
Assessing trustworthy AI in times of COVID-19: deep learning for predicting a multiregional score conveying the degree of lung compromise in COVID-19 patients H Allahabadi, J Amann, I Balot, A Beretta, C Binkley, J Bozenhard, ... IEEE Transactions on Technology and Society 3 (4), 272-289, 2022 | 22 | 2022 |
(So) Big Data and the transformation of the city G Andrienko, N Andrienko, C Boldrini, G Caldarelli, P Cintia, S Cresci, ... International Journal of Data Science and Analytics 11, 311-340, 2021 | 22 | 2021 |
How data mining and machine learning evolved from relational data base to data science G Amato, L Candela, D Castelli, A Esuli, F Falchi, C Gennaro, F Giannotti, ... A Comprehensive Guide Through the Italian Database Research Over the Last 25 …, 2018 | 22 | 2018 |
Landiolol in patients with septic shock resident in an intensive care unit (LANDI-SEP): study protocol for a randomized controlled trial M Unger, A Morelli, M Singer, P Radermacher, S Rehberg, H Trimmel, ... Trials 19, 1-8, 2018 | 21 | 2018 |
An ethico-legal framework for social data science N Forgó, S Hänold, J van den Hoven, T Krügel, I Lishchuk, R Mahieu, ... International Journal of Data Science and Analytics 11, 377-390, 2021 | 15 | 2021 |
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 a digital ecosystem of trust: Ethical, legal and societal implications J van de Hoven, G Comandé, S Ruggieri, J Domingo-Ferrer, F Musiani, ... Opinio Juris In Comparatione, 131-156, 2021 | 13 | 2021 |
PRIMULE: Privacy risk mitigation for user profiles F Pratesi, L Gabrielli, P Cintia, A Monreale, F Giannotti Data & Knowledge Engineering 125, 101786, 2020 | 13 | 2020 |
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 |
Assessing privacy risk in retail data R Pellungrini, F Pratesi, L Pappalardo Personal Analytics and Privacy. An Individual and Collective Perspective …, 2017 | 7 | 2017 |
Prisquit: a system for assessing privacy risk versus quality in data sharing F Pratesi, A Monreale, R Trasarti, F Giannotti, D Pedreschi, T Yanagihara Techical Report 2016-TR-043, ISTI-CNR, Pisa, Italy. FriNov20162291, 2016 | 7 | 2016 |
Mobility mining for journey planning in Rome M Berlingerio, V Bicer, A Botea, S Braghin, N Lopes, R Guidotti, F Pratesi Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015 | 7 | 2015 |
Privacy preserving multidimensional profiling F Pratesi, A Monreale, F Giannotti, D Pedreschi Smart Objects and Technologies for Social Good: Third International …, 2018 | 6 | 2018 |