Short-term traffic volume prediction using GA-BP based on wavelet denoising and phase space reconstruction

Author:

Peng Yanni,Xiang Wanli

Funder

National Natural Science Foundation of China

Foundation of A Hundred Youth Talents Training Program of Lanzhou Jiaotong University

Innovative Foundation of Lanzhou Jiaotong University-Tianjin University

Publisher

Elsevier BV

Subject

Condensed Matter Physics,Statistics and Probability

Reference41 articles.

1. Short-term traffic predictions on large urban traffic networks: Applications of network-based machine learning models and dynamic traffic assignment models;Fusco,2015

2. A cohesion-based heuristic feature selection for short-term traffic forecasting;Liu;IEEE Access,2019

3. Prediction method of highway passenger transportation volume based on exponential smoothing method and Markov model;Rui;J. Traffic Transp. Eng.,2013

4. Neural-network-based models for short-term traffic flow forecasting using a hybrid exponential smoothing and levenberg-marquardt algorithm;Chan;IEEE Trans. Intell. Transp. Syst.,2012

5. Exponential filtering of traffic data;Ross;Transp. Res. Rec.,1982

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