Traffic Speed Prediction Based on Graph Neural Networks for Intelligent Transportation System

The Journal of The Korea Institute of Intelligent Transport Systems ◽

10.12815/kits.2021.20.1.70 ◽

2021 ◽

Vol 20 (1) ◽

pp. 70-85

Author(s):

Sunghoon Kim ◽

◽

Jonghyuk Park ◽

Yerim Choi

Keyword(s):

Neural Networks ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

Speed Prediction ◽

Traffic Speed ◽

Graph Neural Networks

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Traffic speed prediction for intelligent transportation system based on a deep feature fusion model

Journal of Intelligent Transportation Systems ◽

10.1080/15472450.2019.1583965 ◽

2019 ◽

Vol 23 (6) ◽

pp. 605-616 ◽

Author(s):

Linchao Li ◽

Xu Qu ◽

Jian Zhang ◽

Yonggang Wang ◽

Bin Ran

Keyword(s):

Intelligent Transportation System ◽

Feature Fusion ◽

Intelligent Transportation ◽

Transportation System ◽

Fusion Model ◽

Deep Feature ◽

Speed Prediction ◽

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Intelligent transportation system real time traffic speed prediction with minimal data

Journal of Industrial Engineering and Management ◽

10.3926/jiem.542 ◽

2012 ◽

Vol 5 (2) ◽

Author(s):

Luana Georgescu ◽

David Zeitler ◽

Charles Robert Standridge

Keyword(s):

Real Time ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

Real Time Traffic ◽

Speed Prediction ◽

Minimal Data ◽

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Multistep Traffic Speed Prediction from Spatial–Temporal Dependencies Using Graph Neural Networks

Journal of Transportation Engineering Part A Systems ◽

10.1061/jtepbs.0000600 ◽

2021 ◽

Vol 147 (12) ◽

pp. 04021082

Author(s):

Xuesong Wu ◽

Jie Fang ◽

Zhijia Liu ◽

Xiongwei Wu

Keyword(s):

Neural Networks ◽

Speed Prediction ◽

Traffic Speed ◽

Graph Neural Networks ◽

Temporal Dependencies

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Convolutional neural networks for 5G-enabled Intelligent Transportation System : A systematic review

Computer Communications ◽

10.1016/j.comcom.2020.01.058 ◽

2020 ◽

Vol 153 ◽

pp. 459-498 ◽

Author(s):

Deepika Sirohi ◽

Neeraj Kumar ◽

Prashant Singh Rana

Keyword(s):

Systematic Review ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

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Modeling the relationship between air quality and intelligent transportation system (ITS) with artificial neural networks.

10.18297/etd/549 ◽

2008 ◽

Author(s):

Dinesh Gupta

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Air Quality ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

Artificial Neural ◽

The Relationship

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Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks

Dependability Engineering and Complex Systems - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-39639-2_8 ◽

2016 ◽

pp. 85-95 ◽

Author(s):

Piotr Ciskowski ◽

Adrianna Janik ◽

Marek Bazan ◽

Krzysztof Halawa ◽

Tomasz Janiczek ◽

...

Keyword(s):

Neural Networks ◽

Travel Time ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

Traffic Data ◽

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An unbiased average traffic speed estimation method for intelligent transportation system

2012 12th International Conference on ITS Telecommunications ◽

10.1109/itst.2012.6425248 ◽

2012 ◽

Author(s):

Jan-Shin Ho ◽

Pei-Sen Liu ◽

Kuentai Chen

Keyword(s):

Intelligent Transportation System ◽

Estimation Method ◽

Intelligent Transportation ◽

Transportation System ◽

Speed Estimation ◽

Traffic Speed ◽

Traffic Speed Estimation

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Research on quick extraction method for integrated information of intelligent transportation system scheduling based on internet of things

International Journal of Internet Protocol Technology ◽

10.1504/ijipt.2020.107979 ◽

2020 ◽

Vol 13 (3) ◽

pp. 144

Author(s):

Xiangjun Tian

Keyword(s):

Internet Of Things ◽

Extraction Method ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

Integrated Information

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Wi-Fi 5.8 GHz Interference Density Impact on Intelligent Transportation System Link

2020 IEEE International Conference on Electrical Engineering and Photonics (EExPolytech) ◽

10.1109/eexpolytech50912.2020.9243965 ◽

2020 ◽

Author(s):

Viacheslav Ivanov ◽

Vladimir Grigoriev ◽

Akhtamdzhon Mekhrafzuni

Keyword(s):

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System

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Deep Learning based Pollution Detection in Intelligent Transportation System

2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA) ◽

10.1109/iccca49541.2020.9250883 ◽

2020 ◽

Author(s):

Srimanta Kundu ◽

Utsav Bandyopadhyay Maulik ◽

Arnabi Bej ◽

Ujjwal Maulik

Keyword(s):

Deep Learning ◽

Intelligent Transportation System ◽

Intelligent Transportation ◽

Transportation System ◽

Pollution Detection

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