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

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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MF-CNN: Traffic Flow Prediction Using Convolutional Neural Network and Multi-Features Fusion

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2018edp7330 ◽

2019 ◽

Vol E102.D (8) ◽

pp. 1526-1536 ◽

Cited By ~ 5

Author(s):

Di YANG ◽

Songjiang LI ◽

Zhou PENG ◽

Peng WANG ◽

Junhui WANG ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Features Fusion ◽

Flow Prediction

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Attention Mechanism Based on Temporal Graph Convolutional Neural Network for Traffic Flow Prediction

10.1007/978-981-16-6324-6_44 ◽

2021 ◽

pp. 434-442

Author(s):

Guang Yang ◽

Yuqin Li ◽

Wuneng Zhou ◽

You Wu ◽

Wanpeng Wu ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Attention Mechanism ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Temporal Graph

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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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Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm

Journal of Intelligent Transportation Systems ◽

10.1080/15472450.2021.1974857 ◽

2021 ◽

pp. 1-16

Author(s):

Monal Patel ◽

Carlos Valderrama ◽

Arvind Yadav

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Deep Convolutional Neural Network ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Lion Algorithm

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A Novel Fuzzy-Based Convolutional Neural Network Method to Traffic Flow Prediction With Uncertain Traffic Accident Information

IEEE Access ◽

10.1109/access.2019.2896913 ◽

2019 ◽

Vol 7 ◽

pp. 20708-20722 ◽

Cited By ~ 16

Author(s):

Jiyao An ◽

Li Fu ◽

Meng Hu ◽

Weihong Chen ◽

Jiawei Zhan

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Traffic Accident ◽

Neural Network Method ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Network Method

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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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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 ◽

Short Term ◽

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 ◽

Cited By ~ 9

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 ◽

Fuzzy Neural

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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 ◽

Cited By ~ 9

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 ◽

Short Time ◽

Novel Model

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

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

MF-CNN: Traffic Flow Prediction Using Convolutional Neural Network and Multi-Features Fusion

Attention Mechanism Based on Temporal Graph Convolutional Neural Network for Traffic Flow Prediction

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

Metaheuristic enabled deep convolutional neural network for traffic flow prediction: Impact of improved lion algorithm

A Novel Fuzzy-Based Convolutional Neural Network Method to Traffic Flow Prediction With Uncertain Traffic Accident Information

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

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

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

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

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