Traffic Dynamics on Multilayer Networks With Different Speeds
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3102577
Abstract: The function of the network is mainly related to its composition and structure. With the arrival of the big data era, the network congestion has become more and more serious. Many networks are proved to… read more here.
Keywords: different speeds; traffic; structure; network ... See more keywords
Traffic Dynamics at Intersections Subject to Random Misperception
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3045480
Abstract: Traffic accidents cause harm to the society. Future technology in autonomous vehicles is expected to eliminate the human factor as one important cause of failure. However, in the near future, autonomous vehicles and human drivers… read more here.
Keywords: intersections subject; random misperception; traffic; subject random ... See more keywords
Continuous Emulation and Multiscale Visualization of Traffic Flow Using Stationary Roadside Sensor Data
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DOI: 10.1109/tits.2021.3094808
Abstract: With the advent of the next-generation traffic monitoring systems, there has been a significant increase in the spatial-temporal resolution of vehicle mobility data in many cities. Effective analysis and visualization of such data can provide… read more here.
Keywords: road; visualization; traffic; traffic dynamics ... See more keywords
Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2021.3136171
Abstract: Traffic anomalies, such as traffic accidents and unexpected crowd gathering, may endanger public safety if not handled timely. Detecting traffic anomalies in their early stage can benefit citizens’ quality of life and city planning. However,… read more here.
Keywords: graph convolutional; discriminator; traffic; detection ... See more keywords