article Open AccessTop 1% cited
Graph neural network for traffic forecasting: A survey
Expert Systems with Applications · 2022 · Vol. 207 · pp. 117921–117921
Weiwei Jiang✉(Beijing University of Posts and Telecommunications)Jiayun Luo(Nanyang Technological University)
Traffic Prediction and Management TechniquesTransportation Planning and OptimizationHuman Mobility and Location-Based AnalysisComputer scienceIntelligent transportation systemGraphArtificial neural networkTraffic flow (computer networking)Public transportDeep learningConvolutional neural networkArtificial intelligenceMachine learning
Citations
1,148
FWCI
113.19
field-weighted impact
References
437
Percentile
100%
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Citations per year
References
The Graph Neural Network Model
IEEE Transactions on Neural Networks · 2008 · 8,958 citations
T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction
IEEE Transactions on Intelligent Transportation Systems · 2019 · 3,031 citations
Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting
IEEE Transactions on Intelligent Transportation Systems · 2019 · 927 citations
Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions
IEEE Transactions on Intelligent Transportation Systems · 2022 · 508 citations
Advances in neural information processing systems 7
Computers & Mathematics with Applications · 1996 · 14,367 citations
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