From tweets to semantic trajectories: mining anomalous urban mobility patterns L Gabrielli, S Rinzivillo, F Ronzano, D Villatoro International Workshop on Citizen in Sensor Networks, 26-35, 2013 | 79 | 2013 |
Small area model-based estimators using big data sources S Marchetti, C Giusti, M Pratesi, N Salvati, F Giannotti, D Pedreschi, ... Journal of Official Statistics 31 (2), 263-281, 2015 | 74 | 2015 |
An analytical framework to nowcast well-being using mobile phone data L Pappalardo, M Vanhoof, L Gabrielli, Z Smoreda, D Pedreschi, ... International Journal of Data Science and Analytics 2 (1), 75-92, 2016 | 61 | 2016 |
Identifying users profiles from mobile calls habits B Furletti, L Gabrielli, C Renso, S Rinzivillo Proceedings of the ACM SIGKDD international workshop on urban computing, 17-24, 2012 | 45 | 2012 |
Analysis of GSM calls data for understanding user mobility behavior B Furletti, L Gabrielli, C Renso, S Rinzivillo 2013 IEEE International Conference on Big Data, 550-555, 2013 | 38 | 2013 |
The purpose of motion: Learning activities from individual mobility networks S Rinzivillo, L Gabrielli, M Nanni, L Pappalardo, D Pedreschi, F Giannotti 2014 International Conference on Data Science and Advanced Analytics (DSAA …, 2014 | 34 | 2014 |
Transportation planning based on GSM traces: a case study on ivory coast M Nanni, R Trasarti, B Furletti, L Gabrielli, P Van Der Mede, J De Bruijn, ... International Workshop on Citizen in Sensor Networks, 15-25, 2013 | 27 | 2013 |
City users' classification with mobile phone data L Gabrielli, B Furletti, R Trasarti, F Giannotti, D Pedreschi 2015 IEEE International Conference on Big Data (Big Data), 1007-1012, 2015 | 24 | 2015 |
Gravity and scaling laws of city to city migration R Prieto Curiel, L Pappalardo, L Gabrielli, SR Bishop PloS one 13 (7), e0199892, 2018 | 23 | 2018 |
Use of mobile phone data to estimate mobility flows. measuring urban population and inter-city mobility using big data in an integrated approach B Furletti, L Gabrielli, F Giannotti, L Milli, M Nanni, D Pedreschi, R Vivio, ... Proceedings of the 47th Meeting of the Italian Statistical Society, 2014 | 21 | 2014 |
Where have you been today? annotating trajectories with daytag S Rinzivillo, F de Lucca Siqueira, L Gabrielli, C Renso, V Bogorny International Symposium on Spatial and Temporal Databases, 467-471, 2013 | 17 | 2013 |
MP4-A project: mobility planning for Africa M Nanni, R Trasarti, B Furletti, L Gabrielli, P Van Der Mede, J De Bruijn, ... Mobile phone data for development-analysis of mobile phone datasets for the …, 2013 | 17 | 2013 |
Discovering and understanding city events with big data: the case of rome B Furletti, R Trasarti, P Cintia, L Gabrielli Information 8 (3), 74, 2017 | 14 | 2017 |
Understanding human mobility with big data F Giannotti, L Gabrielli, D Pedreschi, S Rinzivillo Solving Large Scale Learning Tasks. Challenges and Algorithms, 208-220, 2016 | 14 | 2016 |
Discovering temporal regularities in retail customers’ shopping behavior R Guidotti, L Gabrielli, A Monreale, D Pedreschi, F Giannotti EPJ Data Science 7, 1-26, 2018 | 12 | 2018 |
Dissecting global air traffic data to discern different types and trends of transnational human mobility L Gabrielli, E Deutschmann, F Natale, E Recchi, M Vespe EPJ Data Science 8 (1), 26, 2019 | 11 | 2019 |
Improving population estimation from mobile calls: A clustering approach A Lulli, L Gabrielli, P Dazzi, M Dell'Amico, P Michiardi, M Nanni, L Ricci 2016 IEEE Symposium on Computers and Communication (ISCC), 1097-1102, 2016 | 9 | 2016 |
Measuring objective and subjective well-being: dimensions and data sources V Voukelatou, L Gabrielli, I Miliou, S Cresci, R Sharma, M Tesconi, ... International Journal of Data Science and Analytics, 1-31, 2020 | 8 | 2020 |
Use of mobile phone data to estimate visitors mobility flows L Gabrielli, B Furletti, F Giannotti, M Nanni, S Rinzivillo International Conference on Software Engineering and Formal Methods, 214-226, 2014 | 8 | 2014 |
Scalable and flexible clustering solutions for mobile phone-based population indicators A Lulli, L Gabrielli, P Dazzi, M Dell’Amico, P Michiardi, M Nanni, L Ricci International Journal of Data Science and Analytics 4 (4), 285-299, 2017 | 6 | 2017 |