Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Reference42 articles.
1. A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting;Cai;Transportation Research Part C: Emerging Technologies,2016
2. Freeway performance measurement: Mining loop detector data;Chao;Transportation Research Record,2001
3. A novel reinforced dynamic graph convolutional network model with data imputation for network-wide traffic flow prediction;Chen;Transportation Research Part C: Emerging Technologies,2022
4. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling;Chung,2014
5. A Novel Spatial-Temporal Multi-Scale Alignment Graph Neural Network Security Model for Vehicles Prediction;Diao;IEEE Transactions on Intelligent Transportation Systems,2023
Cited by 4 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. PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction;Expert Systems with Applications;2024-12
2. A two-stage spatial prediction modeling approach based on graph neural networks and neural processes;Expert Systems with Applications;2024-12
3. STVANet: A spatio-temporal visual attention framework with large kernel attention mechanism for citywide traffic dynamics prediction;Expert Systems with Applications;2024-11
4. Short-Term Traffic Flow Forecasting Method Based on Secondary Decomposition and Conventional Neural Network–Transformer;Sustainability;2024-05-28
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3