A Capsule Network for Traffic Speed Prediction in Complex Road Networks

2018 Sensor Data Fusion: Trends, Solutions, Applications (SDF) ◽

10.1109/sdf.2018.8547068 ◽

2018 ◽

Author(s):

Youngjoo Kim ◽

Peng Wang ◽

Yifei Zhu ◽

Lyudmila Mihaylova

Keyword(s):

Road Networks ◽

Speed Prediction ◽

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Multi-step traffic speed prediction model with auxiliary features on urban road networks and its understanding

IET Intelligent Transport Systems ◽

10.1049/iet-its.2020.0284 ◽

2021 ◽

Author(s):

Jinlong Guo ◽

Chunyue Song ◽

Hao Zhang ◽

Hui Wang

Keyword(s):

Prediction Model ◽

Road Networks ◽

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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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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A Multitask Learning Neural Network for Short-Term Traffic Speed Prediction and Confidence Estimation

Lecture Notes in Computer Science - Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning ◽

10.1007/978-3-030-30484-3_36 ◽

2019 ◽

pp. 434-449 ◽

Author(s):

Yanyun Tao ◽

Xiang Wang ◽

Yuzhen Zhang

Keyword(s):

Neural Network ◽

Multitask Learning ◽

Confidence Estimation ◽

Speed Prediction ◽

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An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2016.2643005 ◽

2017 ◽

Vol 18 (9) ◽

pp. 2340-2350 ◽

Author(s):

Jinjun Tang ◽

Fang Liu ◽

Yajie Zou ◽

Weibin Zhang ◽

Yinhai Wang

Keyword(s):

Neural Network ◽

Fuzzy Neural Network ◽

Fuzzy Neural ◽

Periodic Characteristic ◽

Speed Prediction ◽

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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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Long Short-Term Memory Neural Network for Traffic Speed Prediction of Urban Expressways Using Floating Car Data

Lecture Notes in Electrical Engineering - Green Connected Automated Transportation and Safety ◽

10.1007/978-981-16-5429-9_58 ◽

2021 ◽

pp. 773-787

Author(s):

Deqi Chen ◽

Xuedong Yan ◽

Shurong Li ◽

Xiaobing Liu ◽

Liwei Wang

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Term Memory ◽

Floating Car Data ◽

Speed Prediction ◽

Long Short Term Memory ◽

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Structural Recurrent Neural Network for Traffic Speed Prediction

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8683670 ◽

2019 ◽

Author(s):

Youngjoo Kim ◽

Peng Wang ◽

Lyudmila Mihaylova

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Speed Prediction ◽

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