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 | 209* | 2021 |
A deep gravity model for mobility flows generation F Simini, G Barlacchi, M Luca, L Pappalardo Nature communications 12 (1), 6576, 2021 | 133 | 2021 |
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic M Luca, B Lepri, E Frias-Martinez, A Lutu EPJ Data Science 11 (1), 22, 2022 | 20 | 2022 |
Leveraging mobile phone data for migration flows M Luca, G Barlacchi, N Oliver, B Lepri arXiv preprint arXiv:2105.14956, 2021 | 17 | 2021 |
Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework L Khaidem, M Luca, F Yang, A Anand, B Lepri, W Dong IEEE Access 8, 2020 | 16 | 2020 |
Generating mobility networks with generative adversarial networks G Mauro, M Luca, A Longa, B Lepri, L Pappalardo EPJ data science 11 (1), 58, 2022 | 15 | 2022 |
Emotion analysis using multilayered networks for graphical representation of tweets A Nguyen, A Longa, M Luca, J Kaul, G Lopez IEEE Access 10, 99467-99478, 2022 | 11 | 2022 |
Crime, inequality and public health: a survey of emerging trends in urban data science M Luca, GM Campedelli, S Centellegher, M Tizzoni, B Lepri Frontiers in Big Data 6, 1124526, 2023 | 8 | 2023 |
Enhancing Crowd Flow Prediction in Various Spatial and Temporal Granularities M Cardia, M Luca, L Pappalardo WWW '22 - Companion Proceedings of the Web Conference 2022, 1251-1259, 2022 | 6 | 2022 |
An Architecture-independent Data Model for Managing Information Generated by Human-chatbot Interactions. M Luca, A Montresor, C Caprini, D Miorandi MODELSWARD, 344-351, 2020 | 6 | 2020 |
Prove me wrong! how debating becomes the secret weapon to teach ict students innovation and entrepreneurship L Angeli, M Luca, C Grossi, F Fiore, A Capaccioli, A Guarise, M Stoycheva, ... 2020 IEEE International Conference on Teaching, Assessment, and Learning for …, 2020 | 5 | 2020 |
Trajectory test-train overlap in next-location prediction datasets M Luca, L Pappalardo, B Lepri, G Barlacchi Machine Learning 112 (11), 4597-4634, 2023 | 4 | 2023 |
Play&go corporate: An end-to-end solution for facilitating urban cyclability A Bucchiarone, S Bassanelli, M Luca, S Centellegher, P Cipriano, ... IEEE Transactions on Intelligent Transportation Systems 24 (12), 15830-15843, 2023 | 4 | 2023 |
Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility S Bontorin, S Centellegher, R Gallotti, L Pappalardo, B Lepri, M Luca arXiv preprint arXiv:2404.02740, 2024 | 2 | 2024 |
Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation L Ferrarotti, M Luca, G Santin, G Previati, G Mastinu, M Gobbi, E Campi, ... IEEE Access, 2024 | 2* | 2024 |
Roundabout Traffic: Simulation With Automated Vehicles, AI, 5G, Edge Computing and Human in the Loop G Previati, G Mastinu, E Campi, M Gobbi, L Uccello, Á Varela Daniel, ... International Design Engineering Technical Conferences and Computers and …, 2023 | 2 | 2023 |
Cooperative Connected and Automated Mobility in a Roundabout G Previati, L Uccello, G Mastinu, M Gobbi, A Albanese, A Roccasalva, ... SAE Technical Paper, 2024 | 1 | 2024 |
Enhancing human mobility research with open and standardized datasets T Yabe, M Luca, K Tsubouchi, B Lepri, MC Gonzalez, E Moro Nature Computational Science, 1-4, 2024 | | 2024 |
Large Language Models are Zero-Shot Next Location Predictors C Beneduce, B Lepri, M Luca arXiv preprint arXiv:2405.20962, 2024 | | 2024 |
Predictability Capabilities of Human Mobility Models M Luca Free University of Bozen-Bolzano, 0 | | |