A survey of traffic prediction: from spatio-temporal data to intelligent transportation
H Yuan, G Li - Data Science and Engineering, 2021 - Springer
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 …
Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis
The volume and availability of data in the Intelligent Transportation System (ITS) result in the
need for data-driven approaches. Big Data algorithms are applied to further enhance the …
need for data-driven approaches. Big Data algorithms are applied to further enhance the …
Resilience metrics and measurement methods for transportation infrastructure: The state of the art
Transportation infrastructure plays an important role in supporting the national economy and
social well-being. Extreme events have caused terrible physical damages to the …
social well-being. Extreme events have caused terrible physical damages to the …
A survey of traffic data visualization
Data-driven intelligent transportation systems utilize data resources generated within
intelligent systems to improve the performance of transportation systems and provide …
intelligent systems to improve the performance of transportation systems and provide …
{PrivTrace}: Differentially Private Trajectory Synthesis by Adaptive Markov Models
Publishing trajectory data (individual's movement information) is very useful, but it also
raises privacy concerns. To handle the privacy concern, in this paper, we apply differential …
raises privacy concerns. To handle the privacy concern, in this paper, we apply differential …
A survey on map-matching algorithms
The map-matching is an essential preprocessing step for most of the trajectory-based
applications. Although it has been an active topic for more than two decades and, driven by …
applications. Although it has been an active topic for more than two decades and, driven by …
TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change
Massive and redundant vehicle trajectory data are continuously sent to the data center via
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
When intelligent transportation systems sensing meets edge computing: Vision and challenges
The widespread use of mobile devices and sensors has motivated data-driven applications
that can leverage the power of big data to benefit many aspects of our daily life, such as …
that can leverage the power of big data to benefit many aspects of our daily life, such as …
Map-based probabilistic visual self-localization
MA Brubaker, A Geiger… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Accurate and efficient self-localization is a critical problem for autonomous systems. This
paper describes an affordable solution to vehicle self-localization which uses odometry …
paper describes an affordable solution to vehicle self-localization which uses odometry …
Personalized travel route recommendation using collaborative filtering based on GPS trajectories
Travelling is a critical component of daily life. With new technology, personalized travel route
recommendations are possible and have become a new research area. A personalized …
recommendations are possible and have become a new research area. A personalized …