Short-Term Traffic Flow Prediction and Its Application Based on the Basis-Prediction Model and Local Weighted Partial Least Squares Method

2019 14th International Conference on Computer Science & Education (ICCSE) ◽

10.1109/iccse.2019.8845432 ◽

2019 ◽

Author(s):

Zhiyang Gu ◽

Sun Zhou

Keyword(s):

Prediction Model ◽

Least Squares ◽

Traffic Flow ◽

Partial Least Squares ◽

Least Squares Method ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Partial Least Squares Method

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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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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 Clustering-Based Partial Least Squares Method for Improving the Freshness Prediction Model of Crucian Carps Fillets by Hyperspectral Image Technology

Food Analytical Methods ◽

10.1007/s12161-019-01541-4 ◽

2019 ◽

Vol 12 (9) ◽

pp. 1988-1997

Author(s):

Xue Wang ◽

Mohammad Russel ◽

Yiwen Zhang ◽

Junbo Zhao ◽

Yituo Zhang ◽

...

Keyword(s):

Prediction Model ◽

Least Squares ◽

Partial Least Squares ◽

Hyperspectral Image ◽

Least Squares Method ◽

Partial Least Squares Method

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Robust Least Squares Twin Support Vector Regression With Adaptive FOA and PSO for Short-Term Traffic Flow Prediction

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3130264 ◽

2021 ◽

pp. 1-15

Author(s):

He Yan ◽

Yong Qi ◽

Qiaolin Ye ◽

Dong-Jun Yu

Keyword(s):

Least Squares ◽

Support Vector Regression ◽

Traffic Flow ◽

Support Vector ◽

Twin Support Vector Regression ◽

Traffic Flow Prediction ◽

Flow Prediction ◽

Robust Least Squares

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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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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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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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Vehicle actuation based short-term traffic flow prediction model for signalized intersections

Journal of Central South University ◽

10.1007/s11771-012-1003-8 ◽

2012 ◽

Vol 19 (1) ◽

pp. 287-298 ◽

Author(s):

Jian Sun ◽

Lun Zhang

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Signalized Intersections ◽

Traffic Flow Prediction ◽

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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