GSTC-Unet: A U-shaped multi-scaled spatiotemporal graph convolutional network with channel self-attention mechanism for traffic flow forecasting
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference44 articles.
1. Ba, J. L., Kiros, J. R., and Hinton, G. E. (2016). Layer normalization. arXiv preprint arXiv:1607.06450.
2. Freeway performance measurement system: Mining loop detector data;Chen;Transportation Research Record,2001
3. PCNN: Deep convolutional networks for short-term traffic congestion prediction;Chen;IEEE Transactions on Intelligent Transportation Systems,2018
4. 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
5. Bibliometric methods in traffic flow prediction based on artificial intelligence;Chen;Expert Systems with Application,2023
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