Deep Reinforcement Learning-Based LSTM Model for Traffic Flow Forecasting in Internet of Vehicles

Mapping Intimacies ◽

10.1007/978-981-16-6372-7_57 ◽

2021 ◽

pp. 515-523

Author(s):

Zekuan Chen ◽

Xiong Luo ◽

Ting Wang ◽

Weiping Wang ◽

Wenbing Zhao

Keyword(s):

Reinforcement Learning ◽

Traffic Flow ◽

Internet Of Vehicles ◽

Traffic Flow Forecasting

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New Method of Traffic Flow Forecasting Based on QPSO Strategy for Internet of Vehicles

2020 IEEE International Conference on Smart Internet of Things (SmartIoT) ◽

10.1109/smartiot49966.2020.00024 ◽

2020 ◽

Author(s):

De-gan Zhang ◽

Jing-yu Du ◽

Ting Zhang ◽

Hong-rui Fan

Keyword(s):

Traffic Flow ◽

Internet Of Vehicles ◽

Traffic Flow Forecasting

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Method for estimating network structure of short-term traffic flow forecasting model

Journal of Computer Applications ◽

10.3724/sp.j.1087.2009.03249 ◽

2010 ◽

Vol 29 (12) ◽

pp. 3249-3252

Author(s):

Ying XIA ◽

Zhong-jun LIANG

Keyword(s):

Traffic Flow ◽

Network Structure ◽

Forecasting Model ◽

Traffic Flow Forecasting

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Attention Based Multi-Unit Spatial-Temporal Network for Traffic Flow Forecasting

2021 8th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/2021 7th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom) ◽

10.1109/cscloud-edgecom52276.2021.00048 ◽

2021 ◽

Author(s):

Chuang Ma ◽

Xinting Hu ◽

Shuaiwu Liu ◽

Lei Liu

Keyword(s):

Traffic Flow ◽

Temporal Network ◽

Traffic Flow Forecasting

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Urban Traffic Flow Forecasting Based on Memory Time-Series Network

2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc45102.2020.9294385 ◽

2020 ◽

Author(s):

Shengjian Zhao ◽

Shu Lin ◽

Yunlong Li ◽

Jungang Xu ◽

Yibing Wang

Keyword(s):

Time Series ◽

Traffic Flow ◽

Urban Traffic ◽

Traffic Flow Forecasting ◽

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Network Slicing with MEC and Deep Reinforcement Learning for the Internet of Vehicles

IEEE Network ◽

10.1109/mnet.011.2000591 ◽

2021 ◽

pp. 1-7

Author(s):

Zoubeir Mlika ◽

Soumaya Cherkaoui

Keyword(s):

Reinforcement Learning ◽

The Internet ◽

Network Slicing ◽

Internet Of Vehicles

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Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting

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

10.1145/3340531.3411894 ◽

2020 ◽

Author(s):

Bin Lu ◽

Xiaoying Gan ◽

Haiming Jin ◽

Luoyi Fu ◽

Haisong Zhang

Keyword(s):

Traffic Flow ◽

Urban Traffic ◽

Traffic Flow Forecasting

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A Summary of Short-Term Traffic Flow Forecasting Methods

10.1061/41186(421)168 ◽

2011 ◽

Author(s):

Gang Chang ◽

Yi Zhang ◽

Danya Yao ◽

Yun Yue

Keyword(s):

Traffic Flow ◽

Traffic Flow Forecasting ◽

Forecasting Methods

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Traffic Flow Forecasting

at - Automatisierungstechnik ◽

10.1524/auto.2001.49.11.505 ◽

2001 ◽

Vol 49 (11/2001) ◽

Author(s):

B. S. Kerner ◽

R. G. Herrtwich

Keyword(s):

Traffic Flow ◽

Traffic Flow Forecasting

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TrafficBERT: Pre-trained model with large-scale data for long-range traffic flow forecasting

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115738 ◽

2021 ◽

pp. 115738

Author(s):

KyoHoon Jin ◽

JeongA Wi ◽

EunJu Lee ◽

ShinJin Kang ◽

SooKyun Kim ◽

...

Keyword(s):

Traffic Flow ◽

Large Scale ◽

Traffic Flow Forecasting ◽

Large Scale Data ◽

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A weighted pattern recognition algorithm for short-term traffic flow forecasting

Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2012.6204881 ◽

2012 ◽

Author(s):

Shuangshuang Li ◽

Zhen Shen ◽

Fei-Yue Wang

Keyword(s):

Pattern Recognition ◽

Traffic Flow ◽

Recognition Algorithm ◽

Pattern Recognition Algorithm ◽

Traffic Flow Forecasting

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