Traffic Speed Prediction with Neural Networks

Operations Research Proceedings - Operations Research Proceedings 2017 ◽

10.1007/978-3-319-89920-6_98 ◽

2018 ◽

pp. 737-743

Author(s):

Umut Can Çakmak ◽

Mehmet Serkan Apaydın ◽

Bülent Çatay

Keyword(s):

Neural Networks ◽

Speed Prediction ◽

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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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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 under weekday using convolutional neural networks concepts

2017 IEEE Intelligent Vehicles Symposium (IV) ◽

10.1109/ivs.2017.7995890 ◽

2017 ◽

Author(s):

Changhee Song ◽

Heeyun Lee ◽

Changbeom Kang ◽

Wonyoung Lee ◽

Young B. Kim ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Speed Prediction ◽

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Traffic Speed Prediction for Urban Arterial Roads Using Deep Neural Networks

International Conference on Transportation and Development 2018 ◽

10.1061/9780784481547.009 ◽

2018 ◽

Author(s):

Yaw Adu-Gyamfi ◽

Mo Zhao

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Speed Prediction ◽

Traffic Speed ◽

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Features Injected Recurrent Neural Networks for Short-term Traffic Speed Prediction

Neurocomputing ◽

10.1016/j.neucom.2021.03.054 ◽

2021 ◽

Author(s):

Licheng Qu ◽

Jiao Lv ◽

Wei Li ◽

Dongfang Ma ◽

Haiwei Fan

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Speed Prediction ◽

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Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for Freeway Traffic Speed Prediction

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3108939 ◽

2021 ◽

pp. 1-10

Author(s):

Amr Abdelraouf ◽

Mohamed Abdel-Aty ◽

Jinghui Yuan

Keyword(s):

Neural Networks ◽

Freeway Traffic ◽

Speed Prediction ◽

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A Short-term Traffic Speed Prediction Model Based on LSTM Networks

International Journal of Intelligent Transportation Systems Research ◽

10.1007/s13177-021-00260-7 ◽

2021 ◽

Author(s):

Yu-Ling Hsueh ◽

Yu-Ren Yang

Keyword(s):

Prediction Model ◽

Model Based ◽

Speed Prediction ◽

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Attention-Enabled Network-level Traffic Speed Prediction

2020 IEEE International Smart Cities Conference (ISC2) ◽

10.1109/isc251055.2020.9239036 ◽

2020 ◽

Author(s):

Shuyi Yin ◽

Jiahui Wang ◽

Zhiyong Cui ◽

Yinhai Wang

Keyword(s):

Speed Prediction ◽

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Deep Graph Convolutional Networks for Incident-Driven Traffic Speed Prediction

Proceedings of the 29th ACM International Conference on Information & Knowledge Management ◽

10.1145/3340531.3411873 ◽

2020 ◽

Author(s):

Qinge Xie ◽

Tiancheng Guo ◽

Yang Chen ◽

Yu Xiao ◽

Xin Wang ◽

...

Keyword(s):

Convolutional Networks ◽

Speed Prediction ◽

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Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

Energy Conversion and Management ◽

10.1016/j.enconman.2021.113917 ◽

2021 ◽

Vol 233 ◽

pp. 113917

Author(s):

Ming-De Liu ◽

Lin Ding ◽

Yu-Long Bai

Keyword(s):

Neural Networks ◽

Empirical Mode Decomposition ◽

Hybrid Model ◽

Recurrent Neural Networks ◽

Wind Speed Prediction ◽

Model Based ◽

Mode Decomposition ◽

Speed Prediction

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