[HTML][HTML] A visual analytics approach for extracting spatio-temporal urban mobility information from mobile network traffic

G Sagl, M Loidl, E Beinat - ISPRS International Journal of Geo-Information, 2012 - mdpi.com
… In this paper we present a visual analytics approach for deriving spatio-temporal patterns
of collective human mobility from a vast mobile network traffic data set. More than 88 million …

Big data analytics and visualization in traffic monitoring

C Bachechi, L Po, F Rollo - Big Data Research, 2022 - Elsevier
… In Section 6, we present use cases that demonstrate the advanced capabilities of our visual
analytics dashboard focused on urban traffic monitoring on two real scenarios: the city of …

[HTML][HTML] The capacity of the road network: Data collection and statistical analysis of traffic characteristics

V Shepelev, S Aliukov, K Nikolskaya, S Shabiev - Energies, 2020 - mdpi.com
data and with the help of statistical methods of analysis, to define the most important
characteristics of traffic systems that influence traffic … It allows presenting complex data in a visual

Traffic origins: A simple visualization technique to support traffic incident analysis

A Anwar, T Nagel, C Ratti - 2014 IEEE Pacific Visualization …, 2014 - ieeexplore.ieee.org
… We apply our methods to historical incident and traffic data … by the data, and it is entirely
possible that traffic flow remains … traffic incident even if it did not result in congestion, our visual

Geospatial visual analytics of traffic and weather data for better winter road management

Y Tanaka, J Sjöbergh, P Moiseets, M Kuwahara… - Data Mining for …, 2014 - Springer
… centers, and social media data from Sapporo. We propose a geospatial visual analytics
environment for micro analysis of the relationships between different data sources by integrating …

VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection

L Gou, L Zou, N Li, M Hofmann… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… Targeting the two challenges, we distill two categories of design requirements for our visual
analytic approach from the aspects of data and performance during several design iterations …

Big network traffic data visualization

Z Ruan, Y Miao, L Pan, Y Xiang, J Zhang - Multimedia Tools and …, 2018 - Springer
Visual data analysis works as an impressed tool when analyzing large quantity of data,
which suits the requirements of network traffic data [44, 46]. Patterns, data structures and …

ExTraVis: exploration of traffic incidents using a visual interactive system

J Zerafa, MR Islam, MA Kabir… - 2021 25th International …, 2021 - ieeexplore.ieee.org
… , and visualization system to traffic incident analysis. In this … data exploration and analysis
that can be used to help traffic … real-time traffic data for traffic incident analysis, the existing …

Intra-city traffic data visualization: A systematic literature review

A Clarinval, B Dumas - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
… Finally, since the visual representation of time with spatial data is an important challenge
for the field, we were interested in the existing approaches to represent space and time. We …

[PDF][PDF] Road traffic accident data analysis and its visualization

MBA Rabbani, MA Musarat, WS Alaloul… - Civil engineering and …, 2021 - researchgate.net
… The visualization consists of four steps namely: Raw data, processed data, visualTraffic
Accidents (RTAs) data for visualization. It was concluded that the RTAs analysis and the data