Deep spatio-temporal neural network based on interactive attention for traffic flow prediction

Applied Intelligence ◽

10.1007/s10489-021-02879-1 ◽

2022 ◽

Author(s):

Hui Zeng ◽

Zhiying Peng ◽

XiaoHui Huang ◽

Yixue Yang ◽

Rong Hu

Keyword(s):

Neural Network ◽

Traffic Flow ◽

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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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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Deep Spatio-Temporal Convolutional Neural Network for City Traffic Flow Prediction

2021 2nd International Conference on Computing and Data Science (CDS) ◽

10.1109/cds52072.2021.00037 ◽

2021 ◽

Author(s):

Zhiyuan Zhou ◽

Yanjun Qin ◽

Haiyong Luo

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Spatio Temporal

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A method of city traffic flow prediction based on a grey neural network

Artificial Intelligence and Industrial Application ◽

10.2495/aiia140111 ◽

2015 ◽

Author(s):

X. W. Han ◽

Y. Zhao ◽

B. Y. Xin ◽

D. Wang

Keyword(s):

Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction

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MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3067024 ◽

2021 ◽

pp. 1-14

Author(s):

Shen Fang ◽

Veronique Prinet ◽

Jianlong Chang ◽

Michael Werman ◽

Chunxia Zhang ◽

...

Keyword(s):

Traffic Flow ◽

Temporal Network ◽

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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Traffic Flow Prediction of Chaos Time Series by Using Subtractive Clustering for Fuzzy Neural Network Modeling

2008 Second International Symposium on Intelligent Information Technology Application ◽

10.1109/iita.2008.50 ◽

2008 ◽

Author(s):

Ming-bao Pang ◽

Xin-ping Zhao

Keyword(s):

Neural Network ◽

Time Series ◽

Traffic Flow ◽

Fuzzy Neural Network ◽

Network Modeling ◽

Neural Network Modeling ◽

Subtractive Clustering ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

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Traffic Flow Prediction with Convolutional Neural Network Accelerated by Spark Distributed Cluster

Big Data, IoT, and Machine Learning ◽

10.1201/9780429322990-15 ◽

2020 ◽

pp. 295-316

Author(s):

Yihang Tang ◽

Melody Moh ◽

Teng-Sheng Moh

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Distributed Cluster

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Traffic Flow Prediction Using Convolutional Neural Network accelerated by Spark Distributed Cluster

10.31979/etd.yzbr-u88q ◽

2019 ◽

Author(s):

Yihang Tang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Distributed Cluster

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Novel Model Based on Wavelet Transform and GA-fuzzy Neural Network Applied to Short Time Traffic Flow Prediction

Information Technology Journal ◽

10.3923/itj.2011.2105.2111 ◽

2011 ◽

Vol 10 (11) ◽

pp. 2105-2111 ◽

Author(s):

Yuesheng Gu ◽

Yancui Li ◽

Jiucheng Xu ◽

Yanpei Liu

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Traffic Flow ◽

Fuzzy Neural Network ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction ◽

Fuzzy Neural ◽

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