[HTML][HTML] Identification of Urban Functional Zones Based on POI Density and Marginalized Graph Autoencoder

R Xu, Z Chen, F Li, C Zhou - ISPRS International Journal of Geo …, 2023 - mdpi.com
With rapid urbanization, urban functional zones have become important for rational
government and resource allocation. Points of interest (POIs), as informative and open …

Ranking locations in a city via the collective home-work relations in human mobility data

Y He, C Zhao, A Zeng - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
Human mobility has long been a hot topic of research in complex systems. An intra-urban
network treats a specific set of locations within a city as nodes and the various connections …

Research on Data-Driven Methodologies for Expressway Emergency Rescue Point Location

X Hu, Z Wang, J Zhao, R Wang, H Lei… - Transportation …, 2024 - journals.sagepub.com
The rapid expansion of expressway networks has highlighted the irregular distribution of
traffic flow in both spatial and temporal dimensions; there is an escalating demand for more …