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07/23/2023
Speed Limit: Obey, or Not Obey?
It is commonly expected that drivers maintain a driving speed that is lo...
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06/23/2023
Social AI and the Challenges of the Human-AI Ecosystem
The rise of large-scale socio-technical systems in which humans interact...
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06/23/2023
One-Shot Traffic Assignment with Forward-Looking Penalization
Traffic assignment (TA) is crucial in optimizing transportation systems ...
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07/04/2022
How Routing Strategies Impact Urban Emissions
Navigation apps use routing algorithms to suggest the best path to reach...
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03/12/2022
Enhancing crowd flow prediction in various spatial and temporal granularities
Thanks to the diffusion of the Internet of Things, nowadays it is possib...
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03/07/2022
Trajectory Test-Train Overlap in Next-Location Prediction Datasets
Next-location prediction, consisting of forecasting a user's location gi...
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02/22/2022
Generating Synthetic Mobility Networks with Generative Adversarial Networks
The increasingly crucial role of human displacements in complex societal...
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07/26/2021
Living in a pandemic: adaptation of individual mobility and social activity in the US
The non-pharmaceutical interventions (NPIs), aimed at reducing the diffu...
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06/29/2021
Coach2vec: autoencoding the playing style of soccer coaches
Capturing the playing style of professional soccer coaches is a complex,...
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06/01/2021
Understanding peacefulness through the world news
Peacefulness is a principal dimension of well-being for all humankind an...
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04/21/2021
Gross polluters and vehicles' emissions reduction
Vehicles' emissions produce a significant share of cities' air pollution...
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04/16/2021
An interactive dashboard for searching and comparing soccer performance scores
The performance of soccer players is one of most discussed aspects by ma...
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01/05/2021
Explaining the difference between men's and women's football
Women's football is gaining supporters and practitioners worldwide, rais...
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12/04/2020
A Survey on Deep Learning for Human Mobility
The study of human mobility is crucial due to its impact on several aspe...
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12/01/2020
Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information
The movements of individuals within and among cities influence key aspec...
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10/17/2020
An individual-level ground truth dataset for home location detection
Home detection, assigning a phone device to its home antenna, is a ubiqu...
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07/13/2020
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM
Soccer analytics is attracting increasing interest in academia and indus...
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07/05/2020
Modelling Human Mobility considering Spatial,Temporal and Social Dimensions
Modelling human mobility is crucial in several areas, from urban plannin...
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06/04/2020
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy
We describe in this report our studies to understand the relationship be...
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04/23/2020
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown
Understanding collective mobility patterns is crucial to plan the restar...
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06/26/2018
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
Black box systems for automated decision making, often based on machine ...
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02/14/2018
PlayeRank: Multi-dimensional and role-aware rating of soccer player performance
The problem of rating the performance of soccer players is attracting th...
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02/13/2018
Prediction of next career moves from scientific profiles
Changing institution is a scientist's key career decision, which plays a...
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12/05/2017
Human Perception of Performance
Humans are routinely asked to evaluate the performance of other individu...
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05/23/2017
Effective injury prediction in professional soccer with GPS data and machine learning
Injuries have a great impact on professional soccer, due to their large ...
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05/02/2017