A Short-Term Traffic Flow Combination Prediction Model with Adaptive Weights

10.1061/9780784482933.028 ◽

2020 ◽

Author(s):

Chuanxia Sun ◽

Xiaoliang Sun ◽

Peixuan Yin ◽

Shenyuan Zhang

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Adaptive Weights

Download Full-text

Adaptive Real-Time Prediction Model for Short-Term Traffic Flow Uncertainty

Journal of Transportation Engineering Part A Systems ◽

10.1061/jtepbs.0000396 ◽

2020 ◽

Vol 146 (8) ◽

pp. 04020075

Author(s):

Wenhao Li ◽

Yanjie Ji ◽

Tao Wang

Keyword(s):

Prediction Model ◽

Real Time ◽

Traffic Flow ◽

Time Prediction

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Online Prediction Model of Short-Term Traffic Flow Based on Improved LS-SVM

Studies in Distributed Intelligence - Urban Intelligence and Applications ◽

10.1007/978-3-030-45099-1_12 ◽

2020 ◽

pp. 155-167

Author(s):

Zhongjun Ma ◽

Lin Feng ◽

Zhenchun Wei ◽

Zengwei Lyu ◽

Zhensheng Huang ◽

...

Keyword(s):

Prediction Model ◽

Traffic Flow ◽

Online Prediction

Download Full-text

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

Download Full-text