Traffic flow prediction on urban road network based on License Plate Recognition data: combining attention-LSTM with Genetic Algorithm-Reference-Cited by-同舟云学术

Traffic flow prediction on urban road network based on License Plate Recognition data: combining attention-LSTM with Genetic Algorithm

Published:2020-12-05 Issue:4 Volume:17 Page:1217-1243
ISSN:2324-9935
Container-title:Transportmetrica A: Transport Science
language:en
Short-container-title:Transportmetrica A: Transport Science

Author:

Tang Jinjun¹^ORCID,Zeng Jie¹^ORCID,Wang Yuwei²,Yuan Hang²,Liu Fang³,Huang Helai¹^ORCID

Affiliation:

1. Smart Transport Key Laboratory of Hunan Province, School of Traffic and Transportation Engineering, Central South University, Changsha, People’s Republic of China

2. China Communication Information Technology Group Co. Ltd, Beijing, People’s Republic of China

3. School of Transportation Engineering, Changsha University of Science and Technology, Changsha, People’s Republic of China

Funder

National Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

General Engineering,Transportation

Link

https://www.tandfonline.com/doi/pdf/10.1080/23249935.2020.1845250

Reference51 articles.

1. Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg–Marquardt Algorithm

2. A Dynamic Spatial Weight Matrix and Localized Space-Time Autoregressive Integrated Moving Average for Network Modeling

Cited by 38 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Utilizing YOLOv8 for enhanced traffic monitoring in intelligent transportation systems (ITS) applications;Digital Signal Processing;2024-09

2. Predicting overnights in smart villages: the importance of context information;International Journal of Machine Learning and Cybernetics;2024-08-28

3. Coping with the tale of natural resources and environmental inequality: an application of the machine learning tools;Environmental Science and Pollution Research;2024-08-20

4. Smart Traffic Management: Enhancing Urban Mobility through Predictive Analysis and AI-Driven Solutions;International Journal of Advanced Research in Science, Communication and Technology;2024-07-10

5. Car-following informed neural networks for real-time vehicle trajectory imputation and prediction;Transportmetrica A: Transport Science;2024-07-09