The Traffic Flow Prediction Using Bayesian and Neural Networks

Studies in Systems, Decision and Control - Intelligent Transportation Systems – Problems and Perspectives ◽

10.1007/978-3-319-19150-8_4 ◽

2015 ◽

pp. 105-126 ◽

Author(s):

Teresa Pamuła ◽

Aleksander Król

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction

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Deep Convolutional Neural Networks with Random Subspace Learning for Short-term Traffic Flow Prediction with Incomplete Data

2018 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2018.8489536 ◽

2018 ◽

Author(s):

Shijie Liao ◽

Jing Chen ◽

Jiaxin Hou ◽

Qingyu Xiong ◽

Junhao Wen

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Convolutional Neural Networks ◽

Incomplete Data ◽

Subspace Learning ◽

Random Subspace ◽

Deep Convolutional Neural Networks ◽

Traffic Flow Prediction ◽

Flow Prediction

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Improved Intelligent Method for Traffic Flow Prediction Based on Artificial Neural Networks and Ant Colony Optimization

Journal of Convergence Information Technology ◽

10.4156/jcit.vol7.issue8.31 ◽

2012 ◽

Vol 7 (8) ◽

pp. 272-280 ◽

Author(s):

Lingling Song

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Ant Colony Optimization ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Artificial Neural

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Traffic Flow Prediction with Compact Neural Networks

2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) ◽

10.1109/dasc/picom/cbdcom/cyberscitech.2019.00192 ◽

2019 ◽

Author(s):

Yuhang Li ◽

Celimuge Wu ◽

Tsutomu Yoshinaga ◽

Yusheng Ji

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction

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Exploring spatial–temporal relations via deep convolutional neural networks for traffic flow prediction with incomplete data

Applied Soft Computing ◽

10.1016/j.asoc.2018.09.040 ◽

2019 ◽

Vol 78 ◽

pp. 712-721 ◽

Author(s):

Shaojiang Deng ◽

Shuyuan Jia ◽

Jing Chen

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Convolutional Neural Networks ◽

Incomplete Data ◽

Temporal Relations ◽

Deep Convolutional Neural Networks ◽

Traffic Flow Prediction ◽

Flow Prediction

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Video Source Traffic Flow Prediction Using Neural Networks

2003 46th Midwest Symposium on Circuits and Systems ◽

10.1109/mwscas.2003.1562212 ◽

2006 ◽

Author(s):

A. Bhattacharya ◽

A.G. Parlos ◽

A.F. Atiya

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Video Source ◽

Flow Prediction

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Traffic Flow Prediction Using Graph Convolution Neural Networks

2020 10th International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist49303.2020.9201971 ◽

2020 ◽

Author(s):

Anton Agafonov

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Convolution Neural Networks ◽

Traffic Flow Prediction ◽

Flow Prediction

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Traffic Flow Prediction Based on High-Order Generalized Neural Networks and Genetic Algorithm: A Case on China

Traffic and Transportation Studies (2000) ◽

10.1061/40503(277)86 ◽

2000 ◽

Author(s):

Guiyan Jiang ◽

Zhaosheng Yang ◽

Francis Navin

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Generalized Neural Networks

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Deep Neural Networks for traffic flow prediction

2017 IEEE International Conference on Big Data and Smart Computing (BigComp) ◽

10.1109/bigcomp.2017.7881687 ◽

2017 ◽

Author(s):

Hongsuk Yi ◽

HeeJin Jung ◽

Sanghoon Bae

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Deep Neural Networks ◽

Traffic Flow Prediction ◽

Flow Prediction

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Effect of Multi-Scale Decomposition on Performance of Neural Networks in Short-Term Traffic Flow Prediction

IEEE Access ◽

10.1109/access.2021.3068652 ◽

2021 ◽

Vol 9 ◽

pp. 50994-51004

Author(s):

Haichao Huang ◽

Jingya Chen ◽

Xinting Huo ◽

Yufei Qiao ◽

Lei Ma

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Multi Scale ◽

Flow Prediction

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Short-Term Traffic Flow Prediction Based on Interval Type-2 Fuzzy Neural Networks

Communications in Computer and Information Science - Life System Modeling and Intelligent Computing ◽

10.1007/978-3-642-15859-9_32 ◽

2010 ◽

pp. 230-237 ◽

Author(s):

Liang Zhao

Keyword(s):

Neural Networks ◽

Traffic Flow ◽

Fuzzy Neural Networks ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Fuzzy Neural ◽

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