Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction

2008 11th International IEEE Conference on Intelligent Transportation Systems ◽

10.1109/itsc.2008.4732609 ◽

2008 ◽

Author(s):

Cheng Hu ◽

Kunqing Xie ◽

Guojie Song ◽

Tianshu Wu

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Hybrid Process ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Spatio Temporal

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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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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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Short-term urban traffic flow prediction using deep spatio-temporal residual networks

2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2018.8397870 ◽

2018 ◽

Author(s):

Xingming Wu ◽

Siyi Ding ◽

Weihai Chen ◽

Jianhua Wang ◽

Peter C. Y. Chen

Keyword(s):

Traffic Flow ◽

Urban Traffic ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Spatio Temporal

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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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Fuzzy hybrid framework with dynamic weights for short-term traffic flow prediction by mining spatio-temporal correlations

IET Intelligent Transport Systems ◽

10.1049/iet-its.2019.0287 ◽

2020 ◽

Vol 14 (2) ◽

pp. 73-81 ◽

Author(s):

Dongfang Ma ◽

Bowen Sheng ◽

Xiaolong Ma ◽

Sheng Jin

Keyword(s):

Traffic Flow ◽

Traffic Flow Prediction ◽

Temporal Correlations ◽

Flow Prediction ◽

Hybrid Framework ◽

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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Short-Term Freeway Traffic Flow Prediction: Bayesian Combined Neural Network Approach

Journal of Transportation Engineering ◽

10.1061/(asce)0733-947x(2006)132:2(114) ◽

2006 ◽

Vol 132 (2) ◽

pp. 114-121 ◽

Author(s):

Weizhong Zheng ◽

Der-Horng Lee ◽

Qixin Shi

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Network Approach ◽

Neural Network Approach ◽

Freeway Traffic ◽

Traffic Flow Prediction ◽

Flow Prediction

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