A survey of urban visual analytics: Advances and future directions

Z Deng, D Weng, S Liu, Y Tian, M Xu, Y Wu - Computational Visual Media, 2023 - Springer
Develo** effective visual analytics systems demands care in characterization of domain
problems and integration of visualization techniques and computational models. Urban …

Conflating point of interest (POI) data: A systematic review of matching methods

K Sun, Y Hu, Y Ma, RZ Zhou, Y Zhu - Computers, Environment and Urban …, 2023 - Elsevier
Point of interest (POI) data provide digital representations of places in the real world, and
have been increasingly used to understand human-place interactions, support urban …

Impact of COVID-19 on urban mobility during post-epidemic period in megacities: From the perspectives of taxi travel and social vitality

G Nian, B Peng, D Sun, W Ma, B Peng, T Huang - Sustainability, 2020 - mdpi.com
The prevention and control of COVID-19 in megacities is under large pressure because of
tens of millions and high-density populations. The majority of epidemic prevention and …

A graph-based temporal attention framework for multi-sensor traffic flow forecasting

S Zhang, Y Guo, P Zhao, C Zheng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Accurate spatio-temporal traffic forecasting serves as the basis of dynamic strategy and
applications for intelligent transportation systems, which is of great practical significance for …

DeepSTD: Mining spatio-temporal disturbances of multiple context factors for citywide traffic flow prediction

C Zheng, X Fan, C Wen, L Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Deep learning techniques have been widely applied to traffic flow prediction, considering
underlying routine patterns, and multiple context factors (eg, time and weather). However …

StreetVizor: Visual exploration of human-scale urban forms based on street views

Q Shen, W Zeng, Y Ye, SM Arisona… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Urban forms at human-scale, ie, urban environments that individuals can sense (eg, sight,
smell, and touch) in their daily lives, can provide unprecedented insights on a variety of …

[HTML][HTML] Assessing the landscape of toolkits, frameworks, and authoring tools for urban visual analytics systems

L Ferreira, G Moreira, M Hosseini, M Lage… - Computers & …, 2024 - Elsevier
Over the past decade, there has been a significant increase in the development of visual
analytics systems dedicated to addressing urban issues. These systems distill intricate …