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 …

Visual analytics in urban computing: An overview

Y Zheng, W Wu, Y Chen, H Qu… - IEEE Transactions on Big …, 2016 - ieeexplore.ieee.org
Nowadays, various data collected in urban context provide unprecedented opportunities for
building a smarter city through urban computing. However, due to heterogeneity, high …

Visual exploration of sparse traffic trajectory data

Z Wang, T Ye, M Lu, X Yuan, H Qu… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we present a visual analysis system to explore sparse traffic trajectory data
recorded by transportation cells. Such data contains the movements of nearly all moving …

Towards better bus networks: A visual analytics approach

D Weng, C Zheng, Z Deng, M Ma, J Bao… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Bus routes are typically updated every 3–5 years to meet constantly changing travel
demands. However, identifying deficient bus routes and finding their optimal replacements …

Visual cause analytics for traffic congestion

M Pi, H Yeon, H Son, Y Jang - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Urban traffic congestion has become an important issue not only affecting our daily lives, but
also limiting economic development. The primary cause of urban traffic congestion is that the …

Embedding spatio-temporal information into maps by route-zooming

G Sun, R Liang, H Qu, Y Wu - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Analysis and exploration of spatio-temporal data such as traffic flow and vehicle trajectories
have become important in urban planning and management. In this paper, we present a …

Visualizing multilayer spatiotemporal epidemiological data with animated geocircles

B Ondov, HB Patel, AT Kuo, J Kastner… - Journal of the …, 2024 - academic.oup.com
Objective The COVID-19 pandemic emphasized the value of geospatial visual analytics for
both epidemiologists and the general public. However, systems struggled to encode …

Application of mathematical optimization in data visualization and visual analytics: a survey

G Sun, Z Zhu, G Zhang, C Xu, Y Wang… - … Transactions on Big …, 2023 - ieeexplore.ieee.org
Mathematical optimization is the process of determining the set of globally or locally optimal
parameters in a finite or infinite search space. It has been extensively employed in the …

Visual analysis of multiple route choices based on general GPS trajectories

M Lu, C Lai, T Ye, J Liang… - IEEE Transactions on Big …, 2017 - ieeexplore.ieee.org
There are often multiple routes between regions. Drivers choose different routes with
different considerations. Such considerations, have always been a point of interest in the …

Wavelet-based visualization of time-varying data on graphs

P Valdivia, F Dias, F Petronetto… - … IEEE Conference on …, 2015 - ieeexplore.ieee.org
Visualizing time-varying data defined on the nodes of a graph is a challenging problem that
has been faced with different approaches. Although techniques based on aggregation …