On-line Multi-step Prediction of Short Term Traffic Flow Based on GRU Neural Network

Author:

Guo Jingyan1,Wang Zijun1,Chen Huawei1

Affiliation:

1. School of Aeronautics & Astronautics, University of Electronic Science and Technology of China, ChengDu, China

Publisher

ACM Press

Reference20 articles.

1. Okutani I, Stephanedes Y J. Dynamic Prediction of Traffic Volume through Kalman Filtering Theory[J]. Transportation Research. Part B: Methodological, 1984, 18(1):1--11.

2. JB Lesort, Prediction of Traffic Flow [J]. Concise Encyclopedia of Traffic & Transportation System, 1991:329--331.

3. Wang C, Sun W H, He Y L. The Application of Gray Prediction Model in Highway Traffic Predication [J]. Journal of Guangdong University of Technology, 2012, 1: 32--34.

4. ZHENG X HUANG J. Short-term Traffic Forecasting Based on Support Vector Regression and an Analysis on a Real Regional Experiment in Beijing [J]. Mathematics In Practice And Theory, 2010, 40(10):76--85.

5. Jiang Z, Xu W, Zhang X. Prediction of Groundwater Gevel in Landslides Based on Radial Basis Function[J]. Chinese Journal of Rock Mechanics and Engineering, 2013, 22(9):1500--1504.

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