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Traffic Engineering and Traffic Safety [PDF]

, 1966
openaire  

Gaussian dual adjacency graph based spatial correlated and temporal time dependent traffic prediction in Bangalore City. [PDF]

Sci Rep
Ravichandran SK, Shieh CS, Horng MF, Ramu A, Sasi A.   +4 more
europepmc   +1 more source

STICformer: spatio-temporal intrinsic connections transformer for traffic flow prediction. [PDF]

Sci Rep
Chu Y, Fu T, Liu P, Lao H.
europepmc   +1 more source

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Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting

International Conference on Information and Knowledge Management, 2023
With the rapid development of the Intelligent Transportation System (ITS), accurate traffic forecasting has emerged as a critical challenge. The key bottleneck lies in capturing the intricate spatio-temporal traffic patterns.
Hangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song   +6 more
semanticscholar   +1 more source

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

IEEE Transactions on Knowledge and Data Engineering, 2021
Accurate traffic forecasting is critical in improving safety, stability, and efficiency of intelligent transportation systems. Despite years of studies, accurate traffic prediction still faces the following challenges, including modeling the dynamics of ...
Shengna Guo, Youfang Lin, Huaiyu Wan, Xiucheng Li, G. Cong   +4 more
semanticscholar   +1 more source

Microscopic Traffic Simulation using SUMO

International Conference on Intelligent Transportation Systems, 2018
Microscopic traffic simulation is an invaluable tool for traffic research. In recent years, both the scope of research and the capabilities of the tools have been extended considerably.
Pablo Álvarez López, M. Behrisch, Laura Bieker-Walz, J. Erdmann, Y. Flötteröd, Robert Hilbrich, L. Lücken, Johannes Rummel, P. Wagner, Evamarie WieBner   +9 more
semanticscholar   +1 more source

Traffic stops do not prevent traffic deaths

Journal of Trauma and Acute Care Surgery, 2021
OBJECTIVES Amid growing calls for police reform, it is imperative to reassess whether police actions designed to improve public safety are associated with injury prevention. This study aims to examine the relationship between the police traffic stops (PTSs) and motor vehicle crash (MVC) deaths at the state level. We hypothesize
Anuja L, Sarode, Vanessa P, Ho, Lin, Chen, Katelynn C, Bachman, Philip A, Linden, Alaina M, Lasinski, Matthew L, Moorman, Christopher W, Towe   +7 more
openaire   +2 more sources