A survey of traffic prediction: from spatio-temporal data to intelligent transportation
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …
efficient. With the development of mobile Internet and position technologies, it is reasonable …
A survey on trajectory data management, analytics, and learning
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …
in the availability and collection of urban trajectory data, thus increasing the demand for …
Intelligent transportation system (ITS): Concept, challenge and opportunity
Y Lin, P Wang, M Ma - … ieee 3rd international conference on big …, 2017 - ieeexplore.ieee.org
Over the past decades, Intelligent Transportation Systems (ITS) have developed and
deployed in order to improve transportation safety and mobility, reduces environmental …
deployed in order to improve transportation safety and mobility, reduces environmental …
Big data analytics architecture for real-time traffic control
S Amini, I Gerostathopoulos… - 2017 5th IEEE …, 2017 - ieeexplore.ieee.org
The advent of Big Data has triggered disruptive changes in many fields including Intelligent
Transportation Systems (ITS). The emerging connected technologies created around …
Transportation Systems (ITS). The emerging connected technologies created around …
Metaheuristics for the transit route network design problem: a review and comparative analysis
This paper critically reviews applications of metaheuristics for solving the Transit Route
Network Design Problem (TRNDP). A structured review is offered and prominent …
Network Design Problem (TRNDP). A structured review is offered and prominent …
Urban sensing based on mobile phone data: Approaches, applications, and challenges
M Ghahramani, MC Zhou… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
Data volume grows explosively with the proliferation of powerful smartphones and
innovative mobile applications. The ability to accurately and extensively monitor and …
innovative mobile applications. The ability to accurately and extensively monitor and …
Big trajectory data: A survey of applications and services
The rapid development of wireless infrastructure and data acquisition technologies
contributes to the explosive growth of data, especially trajectory data with rich information …
contributes to the explosive growth of data, especially trajectory data with rich information …
Towards better bus networks: A visual analytics approach
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 …
demands. However, identifying deficient bus routes and finding their optimal replacements …
[HTML][HTML] A sustainable smart mobility? Opportunities and challenges from a big data use perspective
R D'Alberto, H Giudici - Sustainable Futures, 2023 - Elsevier
This paper discusses the recent insights on the Big Data role in the sustainability of smart
mobility. Systematic Literature Review is applied to scientific publications web repositories …
mobility. Systematic Literature Review is applied to scientific publications web repositories …
Wearable biosensor and hotspot analysis–based framework to detect stress hotspots for advancing elderly's mobility
As the elderly population continues to grow rapidly, the mobility of elderly individuals has
become a primary concern for not only their individual well-being, but also our social …
become a primary concern for not only their individual well-being, but also our social …