Combined Neural Network Approach for Short-Term Urban Freeway Traffic Flow Prediction

Advances in Neural Networks – ISNN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01513-7_112 ◽

2009 ◽

pp. 1017-1025 ◽

Author(s):

Ruimin Li ◽

Huapu Lu

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Network Approach ◽

Neural Network Approach ◽

Freeway Traffic ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

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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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A neural network approach for freeway traffic flow prediction

Proceedings of the International Conference on Control Applications ◽

10.1109/cca.2002.1038737 ◽

2003 ◽

Author(s):

N. Messai ◽

P. Thomas ◽

D. Lefebvre ◽

A. El Moudni

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Network Approach ◽

Neural Network Approach ◽

Freeway Traffic ◽

Traffic Flow Prediction ◽

Flow Prediction

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Short-term traffic flow prediction using EMD-based recurrent Hermite neural network approach

2012 15th International IEEE Conference on Intelligent Transportation Systems ◽

10.1109/itsc.2012.6338665 ◽

2012 ◽

Author(s):

Syuan-Yi Chen ◽

Wei-Yao Chou

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Network Approach ◽

Neural Network Approach ◽

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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