Short-Term Traffic Flow Prediction Using the Modified Elman Recurrent Neural Network Optimized Through a Genetic Algorithm

IEEE Access ◽

10.1109/access.2020.3039410 ◽

2020 ◽

Vol 8 ◽

pp. 217526-217540

Author(s):

Abolghasem Sadeghi-Niaraki ◽

Parima Mirshafiei ◽

Maryam Shakeri ◽

Soo-Mi Choi

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Traffic Flow ◽

Recurrent Neural Network ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Elman Recurrent Neural Network

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Short-term traffic flow prediction with LSTM recurrent neural network

2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2017.8317872 ◽

2017 ◽

Author(s):

Danqing Kang ◽

Yisheng Lv ◽

Yuan-yuan Chen

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Recurrent Neural Network ◽

Traffic Flow Prediction ◽

Flow Prediction

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A combined method for short-term traffic flow prediction based on recurrent neural network

Alexandria Engineering Journal ◽

10.1016/j.aej.2020.06.008 ◽

2021 ◽

Vol 60 (1) ◽

pp. 87-94 ◽

Author(s):

Saiqun Lu ◽

Qiyan Zhang ◽

Guangsen Chen ◽

Dewen Seng

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Recurrent Neural Network ◽

Combined Method ◽

Traffic Flow Prediction ◽

Flow Prediction

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Short-term Traffic Flow Prediction Based on Recurrent Neural Network

2021 International Conference on Computer Communication and Artificial Intelligence (CCAI) ◽

10.1109/ccai50917.2021.9447466 ◽

2021 ◽

Author(s):

Zhijie Li ◽

Chenghao Li ◽

Xu Cui ◽

Zhenguo Zhang

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Recurrent Neural Network ◽

Traffic Flow Prediction ◽

Flow Prediction

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SAn Urban Short-term Traffic Flow Prediction Model Based on Wavelet Neural Network with Improved Whale Optimization Algorithm

Sustainable Cities and Society ◽

10.1016/j.scs.2021.102858 ◽

2021 ◽

pp. 102858

Author(s):

Wangdi Du ◽

Qingyong Zhang ◽

Yuepeng Chen ◽

Ziliu Ye

Keyword(s):

Neural Network ◽

Prediction Model ◽

Traffic Flow ◽

Optimization Algorithm ◽

Wavelet Neural Network ◽

Whale Optimization Algorithm ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Whale Optimization

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Design of BP neural network urban short-term traffic flow prediction software based on improved particle swarm optimization

10.1063/1.5090739 ◽

2019 ◽

Author(s):

Qiufang Ma

Keyword(s):

Neural Network ◽

Particle Swarm Optimization ◽

Traffic Flow ◽

Bp Neural Network ◽

Particle Swarm ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Traffic Flow Prediction ◽

Flow Prediction

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Hybrid Methods for Short-Term Traffic Flow Prediction Based on ARIMA-GARCH Model and Wavelet Neural Network

Journal of Transportation Engineering Part A Systems ◽

10.1061/jtepbs.0000388 ◽

2020 ◽

Vol 146 (8) ◽

pp. 04020086

Author(s):

Ronghan Yao ◽

Wensong Zhang ◽

Lihui Zhang

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Hybrid Methods ◽

Garch Model ◽

Wavelet Neural Network ◽

Traffic Flow Prediction ◽

Flow Prediction

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Short-term traffic flow prediction models-a comparison of neural network and nonparametric regression approaches

Proceedings of IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.1994.400094 ◽

2002 ◽

Author(s):

B.L. Smith ◽

M.J. Demetsky

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Nonparametric Regression ◽

Prediction Models ◽

Traffic Flow Prediction ◽

Flow Prediction

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GA Based Neural Network for Short-term Traffic Flow Prediction in Urban Signalized Arterials

2006 International Conference on Computational Intelligence and Security ◽

10.1109/iccias.2006.294140 ◽

2006 ◽

Author(s):

Yang Zuyuan ◽

Huang Xiyue ◽

Yin lisheng ◽

Liu Hongfei

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Signalized Arterials

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Short-Term Traffic Flow Prediction Considering Spatio-Temporal Correlation: A Hybrid Model Combing Type-2 Fuzzy C-Means and Artificial Neural Network

IEEE Access ◽

10.1109/access.2019.2931920 ◽

2019 ◽

Vol 7 ◽

pp. 101009-101018 ◽

Author(s):

Jinjun Tang ◽

Lexiao Li ◽

Zheng Hu ◽

Fang Liu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Traffic Flow ◽

Hybrid Model ◽

Temporal Correlation ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Spatio Temporal

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Short Term Traffic Flow Prediction for a Non Urban Highway Using Artificial Neural Network

Procedia - Social and Behavioral Sciences ◽

10.1016/j.sbspro.2013.11.170 ◽

2013 ◽

Vol 104 ◽

pp. 755-764 ◽

Author(s):

Kranti Kumar ◽

M. Parida ◽

V.K. Katiyar

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Artificial Neural

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