Marco De Nadai
Marco De Nadai
Research Scientist, FBK
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
Strategies and limitations in app usage and human mobility
M De Nadai, A Cardoso, A Lima, B Lepri, N Oliver
Scientific reports 9 (1), 1-9, 2019
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
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), 25, 2018
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
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 (13871), 2020
Precise mapping, spatial structure and classification of all the human settlements on Earth
E Strano, F Simini, M De Nadai, T Esch, M Marconcini
arXiv preprint arXiv:2006.06584, 2020
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
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
Retrieval Guided Unsupervised Multi-domain Image to Image Translation
R Gomez, Y Liu, M De Nadai, D Karatzas, B Lepri, N Sebe
Proceedings of the 28th ACM International Conference on Multimedia, 3164-3172, 2020
Into the city: A Multi-Disciplinary Investigation of Urban Life
M De Nadai
University of Trento, 2019
Efficient Training of Visual Transformers with Small-Size Datasets
Y Liu, E Sangineto, W Bi, N Sebe, B Lepri, M De Nadai
arXiv preprint arXiv:2106.03746, 2021
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
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
The Impact of Control and Mitigation Strategies during the Second Wave of COVID-19 Infections in Spain and Italy
M De Nadai, K Roomp, B Lepri, N Oliver
medRxiv, 2021
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