Spatial–temporal attention fusion for traffic speed prediction-Reference-Cited by-同舟云学术

Spatial–temporal attention fusion for traffic speed prediction

Published:2021-11-19 Issue:2 Volume:26 Page:695-707
ISSN:1432-7643
Container-title:Soft Computing
language:en
Short-container-title:Soft Comput

Author:

Zhang Anqin^ORCID,Liu Qizheng,Zhang Ting

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Link

https://link.springer.com/content/pdf/10.1007/s00500-021-06521-7.pdf

Reference26 articles.

1. Bai S, Kolter JZ, Koltun V (2018) An empirical evaluation of generic convolutional and recurrent networks for sequence modeling. abs/1803.01271

2. Bai L, Yao L, Kanhere SS, Wang X, Sheng Q (2019) STG2Seq: spatial-temporal graph to sequence model for multi-step passenger demand forecasting. abs/1905.10069

3. Brewer E, Lin J, Kemper P, Hennin J, Runfola DM (2021) Predicting road quality using high resolution satellite imagery: a transfer learning approach. PLoS ONE 16:e0253370

4. Chhabra P, Garg NK, Kumar M (2018) Content-based image retrieval system using ORB and SIFT features. Neural Comput Appl 32:2725–2733. https://doi.org/10.1007/s00521-018-3677-9

5. Dargan S, Kumar M, Ayyagari MR, Kumar G (2019) A survey of deep learning and its applications: a new paradigm to machine learning. Arch Comput Methods Eng. https://doi.org/10.1007/s11831-019-09344-w

Cited by 12 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. Enhancement of traffic forecasting through graph neural network-based information fusion techniques;Information Fusion;2024-10

2. Traffic Speed Prediction Based on Multi Spatial-Temporal Graph Fusion Convolution Network;2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys);2023-12-17

3. Attention based Convolutional Network for Traffic Flow Velocity Forecasting;2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys);2023-12-17

4. A Real-Time Vehicle Speed Prediction Method Based on a Lightweight Informer Driven by Big Temporal Data;Big Data and Cognitive Computing;2023-07-15

5. An adaptive traffic flow prediction model based on spatiotemporal graph neural network;The Journal of Supercomputing;2023-04-16