A survey on deep learning for human mobility
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …
such as disease spreading, urban planning, well-being, pollution, and more. The …
[HTML][HTML] A deep gravity model for mobility flows generation
The movements of individuals within and among cities influence critical aspects of our
society, such as well-being, the spreading of epidemics, and the quality of the environment …
society, such as well-being, the spreading of epidemics, and the quality of the environment …
[HTML][HTML] Multiscale dynamic human mobility flow dataset in the US during the COVID-19 epidemic
Understanding dynamic human mobility changes and spatial interaction patterns at different
geographic scales is crucial for assessing the impacts of non-pharmaceutical interventions …
geographic scales is crucial for assessing the impacts of non-pharmaceutical interventions …
[HTML][HTML] Human migration: The big data perspective
How can big data help to understand the migration phenomenon? In this paper, we try to
answer this question through an analysis of various phases of migration, comparing …
answer this question through an analysis of various phases of migration, comparing …
Spatial heterogeneity in the urban household living conditions: A-GIS-based spatial analysis
The unplanned urban expansion and extreme population pressure have caused several
bottlenecks for city dwellers, which have been reflected in the form of inter-urban spatial …
bottlenecks for city dwellers, which have been reflected in the form of inter-urban spatial …
Scaling of the morphology of African cities
R Prieto-Curiel, JE Patino… - Proceedings of the …, 2023 - National Acad Sciences
A large proportion of Africa's infrastructure is yet to be built. Where and how these new
buildings are constructed matters since today's decisions will last for decades. The resulting …
buildings are constructed matters since today's decisions will last for decades. The resulting …
Uncovering the behaviour of road accidents in urban areas
C Cabrera-Arnau, R Prieto Curiel… - Royal Society open …, 2020 - royalsocietypublishing.org
Different patterns in the incidence of road accidents are revealed when considering areas
with increased levels of urbanization. To understand these patterns, road accident data from …
with increased levels of urbanization. To understand these patterns, road accident data from …
Scaling of urban economic outputs: Insights both from urban population size and population mobility
Urban scaling laws assume that the performance of a city largely relies on its urban
population size. However, two cities with the same population size may have vastly different …
population size. However, two cities with the same population size may have vastly different …
[PDF][PDF] Deep learning for human mobility: a survey on data and models
Urban population is increasing strikingly and human mobility is becoming more complex
and bulky, affecting crucial aspects of people lives such as the spreading of viral diseases …
and bulky, affecting crucial aspects of people lives such as the spreading of viral diseases …
Mathematical models to explain the origin of urban scaling laws: a synthetic review
FL Ribeiro, D Rybski - arXiv preprint arXiv:2111.08365, 2021 - arxiv.org
The quest for a theory of cities that could offer a quantitative and systematic approach to
manage cities is at the top priority, given the challenges humanity faces due to the …
manage cities is at the top priority, given the challenges humanity faces due to the …