Visual analysis of traffic data based on topic modeling (ChinaVis 2017)

Y Tang, F Sheng, H Zhang, C Shi, X Qin, J Fan - Journal of Visualization, 2018 - Springer
… Then, traffic flow graphs are generated between candidate … a visual analysis prototype system
of traffic trajectory data as … to develop the visual analysis system of traffic data to find proper …

Visual exploratory data analysis of traffic volume

W Han, J Wang, SL Shaw - Mexican International Conference on Artificial …, 2006 - Springer
traffic congestion problems. The goal of this study is to provide useful visual data analysis
engineers, and planners to explore traffic volume data intuitively and to discover the hidden …

Visual analysis of traffic data via spatio-temporal graphs and interactive topic modeling

L Liu, H Zhan, J Liu, J Man - Journal of Visualization, 2019 - Springer
… flow calculations and traffic condition surveys. It is time-consuming, inflexible, incapable of …
the taxi trajectories data over time. Therefore, we propose a novel visual analysis approach to …

Visual traffic jam analysis based on trajectory data

Z Wang, M Lu, X Yuan, J Zhang… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
… Our visual analysis work consists of two phases. The first phase is preprocessing, in which …
from the input data, and extract traffic jam data that fits our model. The second phase is visual

Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics

N Andrienko, G Andrienko, S Rinzivillo - Information Systems, 2016 - Elsevier
visual analytics techniques to vehicle traffic data from different territories, we discovered that
the traffic intensity (aka traffic flow or traffic … the fundamental diagram of traffic flow through a …

EcoLens: visual analysis of ecological regions in urban contexts using traffic data

Z Jin, N Cao, Y Shi, W Wu, Y Wu - Journal of Visualization, 2021 - Springer
… spatiotemporal datavisual analysis approach, EcoLens, that allows analysts to progressively
explore and analyze the complex dynamic segmentation patterns of a city using traffic data. …

Visual analysis of urban traffic data based on high-resolution and high-dimensional environmental sensor data

J Häußler, M Stein, D Seebacher, H Janetzko… - 2018 - kops.uni-konstanz.de
… in-depth analysis of traffic data. We propose a visual analytics system for the exploration
of environmental factors in these high-resolution and high-dimensional mobility sensor data. …

Bvis: urban traffic visual analysis based on bus sparse trajectories

W Pei, Y Wu, S Wang, L Xiao, H Jiang… - Journal of Visualization, 2018 - Springer
… from the relevant bus stations due to data compression. In this paper, a visual analysis
system called BVis is presented to analyze the urban traffic applying the large-scale real sparse …

Spatio-temporal aggregation for visual analysis of movements

G Andrienko, N Andrienko - 2008 IEEE symposium on visual …, 2008 - ieeexplore.ieee.org
traffic-oriented and trajectory-oriented. Each view requires different methods of analysis and
of data … of aggregation for visual analysis of movement data, more specifically, data about …

TZVis: Visual analysis of bicycle data for traffic zone division

G Sun, B Chang, L Zhu, H Wu, K Zheng, R Liang - Journal of Visualization, 2019 - Springer
… In the Visual Analysis part, we design a visual analysis system to display the traffic division
… 10 traffic zones, and we perform visual analysis of this scheme based on the shared bicycle …