Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle N Oliver, B Lepri, H Sterly, R Lambiotte, S Deletaille, M De Nadai, ... Science advances 6 (23), eabc0764, 2020 | 698* | 2020 |
Fair, transparent, and accountable algorithmic decision-making processes: The premise, the proposed solutions, and the open challenges B Lepri, N Oliver, E Letouzé, A Pentland, P Vinck Philosophy & Technology 31 (4), 611-627, 2018 | 644 | 2018 |
A multi-source dataset of urban life in the city of Milan and the Province of Trentino G Barlacchi, M De Nadai, R Larcher, A Casella, C Chitic, G Torrisi, ... Scientific data 2 (1), 1-15, 2015 | 446 | 2015 |
Once upon a crime: towards crime prediction from demographics and mobile data A Bogomolov, B Lepri, J Staiano, N Oliver, F Pianesi, A Pentland Proceedings of the 16th international conference on multimodal interaction …, 2014 | 404 | 2014 |
Daily stress recognition from mobile phone data, weather conditions and individual traits A Bogomolov, B Lepri, M Ferron, F Pianesi, A Pentland Proceedings of the 22nd ACM international conference on Multimedia, 477-486, 2014 | 285 | 2014 |
Friends don't lie: inferring personality traits from social network structure J Staiano, B Lepri, N Aharony, F Pianesi, N Sebe, A Pentland Proceedings of the 2012 ACM conference on ubiquitous computing, 321-330, 2012 | 259 | 2012 |
The death and life of great Italian cities: a mobile phone data perspective M De Nadai, J Staiano, R Larcher, N Sebe, D Quercia, B Lepri Proceedings of the 25th international conference on world wide web, 413-423, 2016 | 253 | 2016 |
Multimodal recognition of personality traits in social interactions F Pianesi, N Mana, A Cappelletti, B Lepri, M Zancanaro Proceedings of the 10th international conference on Multimodal interfaces, 53-60, 2008 | 230 | 2008 |
A survey on deep learning for human mobility M Luca, G Barlacchi, B Lepri, L Pappalardo ACM Computing Surveys (CSUR) 55 (1), 1-44, 2021 | 203* | 2021 |
Modeling the co-evolution of behaviors and social relationships using mobile phone data W Dong, B Lepri, A Pentland Proceedings of the 10th International Conference on Mobile and Ubiquitous …, 2011 | 172 | 2011 |
Salsa: A novel dataset for multimodal group behavior analysis X Alameda-Pineda, J Staiano, R Subramanian, L Batrinca, E Ricci, ... IEEE transactions on pattern analysis and machine intelligence 38 (8), 1707-1720, 2015 | 169 | 2015 |
Efficient training of visual transformers with small datasets Y Liu, E Sangineto, W Bi, N Sebe, B Lepri, M Nadai Advances in Neural Information Processing Systems 34, 23818-23830, 2021 | 163 | 2021 |
Automatic personality and interaction style recognition from facebook profile pictures F Celli, E Bruni, B Lepri Proceedings of the 22nd ACM international conference on Multimedia, 1101-1104, 2014 | 159 | 2014 |
Space speaks: towards socially and personality aware visual surveillance G Zen, B Lepri, E Ricci, O Lanz Proceedings of the 1st ACM international workshop on Multimodal pervasive …, 2010 | 141 | 2010 |
The tyranny of data? The bright and dark sides of data-driven decision-making for social good B Lepri, J Staiano, D Sangokoya, E Letouzé, N Oliver Transparent data mining for big and small data, 3-24, 2017 | 138 | 2017 |
Social media usage and development of psychiatric disorders in childhood and adolescence: a review I Cataldo, B Lepri, MJY Neoh, G Esposito Frontiers in Psychiatry 11, 508595, 2021 | 136 | 2021 |
Predicting and understanding urban perception with convolutional neural networks L Porzi, S Rota Bulò, B Lepri, E Ricci Proceedings of the 23rd ACM international conference on Multimedia, 139-148, 2015 | 134 | 2015 |
Digital proximity tracing on empirical contact networks for pandemic control G Cencetti, G Santin, A Longa, E Pigani, A Barrat, C Cattuto, S Lehmann, ... Nature communications 12 (1), 1655, 2021 | 130* | 2021 |
Please, tell me about yourself: automatic personality assessment using short self-presentations LM Batrinca, N Mana, B Lepri, F Pianesi, N Sebe Proceedings of the 13th international conference on multimodal interfaces …, 2011 | 128 | 2011 |
Using the influence model to recognize functional roles in meetings W Dong, B Lepri, A Cappelletti, AS Pentland, F Pianesi, M Zancanaro Proceedings of the 9th international conference on Multimodal interfaces …, 2007 | 127 | 2007 |