Advanced search
Publication Cover
Journal of Intelligent Transportation Systems
Technology, Planning, and Operations
Volume 28, 2024 - Issue 4
Submit an article Journal homepage
477
Views
8
CrossRef citations to date
0
Altmetric
Research Articles

Fusion attention mechanism bidirectional LSTM for short-term traffic flow prediction

Zhihong Lia School of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. ChinaCorrespondence[email protected]
View further author information
,
Han Xua School of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. ChinaView further author information
,
Xiuli Gaoa School of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. ChinaView further author information
,
Zinan Wanga School of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing, P.R. ChinaView further author information
&
Wangtu Xub Department of Urban Planning, Xiamen University, Xiamen, ChinaView further author information
Pages 511-524 | Received 22 Nov 2021, Accepted 27 Oct 2022, Published online: 14 Nov 2022

Citations (8)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (3)

Jianli Zhao, Rumeng Zhang, Qiuxia Sun, Jingshi Shi, Futong Zhuo & Qing Li. (2023) Adaptive graph convolutional network-based short-term passenger flow prediction for metro. Journal of Intelligent Transportation Systems 0:0, pages 1-10.
Read now
Li Zhuang, Xinyue Wu, Andy H. F. Chow, Wei Ma, William H.K Lam & S. C. Wong. Reliability-based journey time prediction via two-stream deep learning with multi-source data. Journal of Intelligent Transportation Systems 0:0, pages 1-19.
Read now
Shuang Li, Xiaoxi Liang, Meina Zheng, Junlan Chen, Ting Chen & Xiucheng Guo. How spatial features affect urban rail transit prediction accuracy: a deep learning based passenger flow prediction method. Journal of Intelligent Transportation Systems 0:0, pages 1-12.
Read now

Articles from other publishers (5)

Hanwen Ju, Huaiyuan Shi, Weicheng Shen & Yang Deng. (2024) An accurate and low-cost vehicle-induced deflection prediction framework for long-span bridges using deep learning and monitoring data. Engineering Structures 310, pages 118094.
Crossref
Zhihong Li, Xiaoyu Wang, Hua CaiHan Xu. (2024) Novel Hybrid Spatiotemporal Convolution Neural Network Model for Short-Term Passenger Flow Prediction in a Large-Scale Metro System. Journal of Transportation Engineering, Part A: Systems 150:5.
Crossref
Yulong Pei, Songmin Ran, Wanjiao Wang & Chuntong Dong. (2023) Bus-Passenger-Flow Prediction Model Based on WPD, Attention Mechanism, and Bi-LSTM. Sustainability 15:20, pages 14889.
Crossref
Xinlian Yu, Ailun Lan & Haijun Mao. (2023) Short-Term Demand Prediction for On-Demand Food Delivery with Attention-Based Convolutional LSTM. Systems 11:10, pages 485.
Crossref
Zhihong Li, Xiaoyu Wang & Kairan Yang. (2023) An Effective Self-Attention-Based Hybrid Model for Short-Term Traffic Flow Prediction. Advances in Civil Engineering 2023, pages 1-10.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.