Short-term traffic flow prediction model based on deep learning regression algorithm

International Journal of Computing Science and Mathematics ◽

10.1504/ijcsm.2021.118796 ◽

2021 ◽

Vol 14 (2) ◽

pp. 155

Author(s):

Yang Zhang ◽

Dong rong Xin

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Short-term traffic flow prediction model based on deep learning regression algorithm

International Journal of Computing Science and Mathematics ◽

10.1504/ijcsm.2021.10042385 ◽

2021 ◽

Vol 14 (2) ◽

pp. 155

Author(s):

Dong rong Xin ◽

Yang Zhang

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Research on short-term traffic flow prediction model based on RNN-LSTM

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/806/1/012017 ◽

2020 ◽

Vol 806 ◽

pp. 012017

Author(s):

Shuying Liu ◽

Zhang Li ◽

Hangfu Li

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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A short-term traffic flow prediction model based on EMD and GPSO-SVM

2017 IEEE 2nd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac.2017.8054485 ◽

2017 ◽

Author(s):

Mei Duo ◽

Yan Qi ◽

Gao Lina ◽

E Xu

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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A Short-Term Traffic Flow Prediction Model Based on an Improved Gate Recurrent Unit Neural Network

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3094659 ◽

2021 ◽

pp. 1-12

Author(s):

Wanneng Shu ◽

Ken Cai ◽

Neal Naixue Xiong

Keyword(s):

Neural Network ◽

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Traffic Flow Prediction Model Based on Deep Learning

10.1007/978-981-16-5963-8_100 ◽

2021 ◽

pp. 739-745

Author(s):

Bowen Wang ◽

Jingsheng Wang ◽

Zeyou Zhang ◽

Danting Zhao

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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MCA-TFP Model: A Short-Term Traffic Flow Prediction Model Based on Multi-characteristic Analysis

Communications in Computer and Information Science - Data Science ◽

10.1007/978-981-15-7984-4_21 ◽

2020 ◽

pp. 274-289

Author(s):

Xiujuan Xu ◽

Lu Xu ◽

Yulin Bai ◽

Zhenzhen Xu ◽

Xiaowei Zhao ◽

...

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Characteristic Analysis ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Elman short-term traffic flow prediction model based on association rules

2020 International Conference on Computer Vision, Image and Deep Learning (CVIDL) ◽

10.1109/cvidl51233.2020.000-2 ◽

2020 ◽

Author(s):

Qi Li ◽

Hongliang Wang

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Association Rules ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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A Short-term Traffic Flow Prediction Model Based on AutoEncoder and GRU

2020 12th International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci49185.2020.9177506 ◽

2020 ◽

Author(s):

Dejun Chen ◽

Hao Wang ◽

Ming Zhong

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Short-term traffic flow prediction model based on wavelet denoising and BP neural network

10.1117/12.2619965 ◽

2021 ◽

Author(s):

Chunling Ding ◽

Yunfeng Chen

Keyword(s):

Neural Network ◽

Prediction Model ◽

Traffic Flow ◽

Bp Neural Network ◽

Wavelet Denoising ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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Deep Learning with Bidirectional Long Short-Term Memory for traffic flow Prediction

Journal of Physics Conference Series ◽

10.1088/1742-6596/1972/1/012098 ◽

2021 ◽

Vol 1972 (1) ◽

pp. 012098

Author(s):

Song Xue ◽

Chunfu Shao ◽

Shengyou Wang ◽

Yan Zhuang

Keyword(s):

Deep Learning ◽

Traffic Flow ◽

Short Term Memory ◽

Term Memory ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Long Short Term Memory

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