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Marco De Nadai
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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
703*2020
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
4452015
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
2572016
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
1632021
Are safer looking neighborhoods more lively? A multimodal investigation into urban life
M De Nadai, RL Vieriu, G Zen, S Dragicevic, N Naik, M Caraviello, ...
Proceedings of the 24th ACM international conference on Multimedia, 1127-1135, 2016
772016
Socio-economic, built environment, and mobility conditions associated with crime: a study of multiple cities
M De Nadai, Y Xu, E Letouzé, MC González, B Lepri
Scientific reports 10 (1), 13871, 2020
642020
Living in a pandemic: changes in mobility routines, social activity and adherence to COVID-19 protective measures
L Lucchini, S Centellegher, L Pappalardo, R Gallotti, F Privitera, B Lepri, ...
Scientific reports 11 (1), 24452, 2021
622021
Describe what to change: A text-guided unsupervised image-to-image translation approach
Y Liu, M De Nadai, D Cai, H Li, X Alameda-Pineda, N Sebe, B Lepri
Proceedings of the 28th ACM International Conference on Multimedia, 1357-1365, 2020
602020
Short-term anomaly detection in gas consumption through ARIMA and Artificial Neural Network forecast
M De Nadai, M Van Someren
2015 IEEE Workshop on Environmental, Energy, and Structural Monitoring …, 2015
532015
Smoothing the disentangled latent style space for unsupervised image-to-image translation
Y Liu, E Sangineto, Y Chen, L Bao, H Zhang, N Sebe, B Lepri, W Wang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
502021
The economic value of neighborhoods: Predicting real estate prices from the urban environment
M De Nadai, B Lepri
2018 IEEE 5th international conference on data science and advanced …, 2018
502018
The Mobile Territorial Lab: a multilayered and dynamic view on parents’ daily lives
S Centellegher, M De Nadai, M Caraviello, C Leonardi, M Vescovi, ...
EPJ Data Science 5, 1-19, 2016
452016
Strategies and limitations in app usage and human mobility
M De Nadai, A Cardoso, A Lima, B Lepri, N Oliver
Scientific reports 9 (1), 10935, 2019
35*2019
The agglomeration and dispersion dichotomy of human settlements on Earth
E Strano, F Simini, M De Nadai, T Esch, M Marconcini
Scientific reports 11 (1), 23289, 2021
24*2021
Gmm-unit: Unsupervised multi-domain and multi-modal image-to-image translation via attribute gaussian mixture modeling
Y Liu, M De Nadai, J Yao, N Sebe, B Lepri, X Alameda-Pineda
arXiv preprint arXiv:2003.06788, 2020
242020
Gesture-to-gesture translation in the wild via category-independent conditional maps
Y Liu, M De Nadai, G Zen, N Sebe, B Lepri
Proceedings of the 27th ACM international conference on multimedia, 1916-1924, 2019
172019
Semantic-guided inpainting network for complex urban scenes manipulation
P Ardino, Y Liu, E Ricci, B Lepri, M De Nadai
2020 25th International Conference on Pattern Recognition (ICPR), 9280-9287, 2021
152021
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement
M Mamei, F Pancotto, M De Nadai, B Lepri, M Vescovi, F Zambonelli, ...
EPJ Data Science 7, 1-16, 2018
142018
Isf-gan: An implicit style function for high-resolution image-to-image translation
Y Liu, Y Chen, L Bao, N Sebe, B Lepri, M De Nadai
arXiv preprint arXiv:2109.12492, 2021
122021
The impact of control and mitigation strategies during the second wave of coronavirus infections in Spain and Italy
M De Nadai, K Roomp, B Lepri, N Oliver
Scientific reports 12 (1), 1073, 2022
9*2022
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