Spatio-temporal envolutional graph neural network for traffic flow prediction in UAV-based ... - Nature

Retrieved on: 2024-11-05 14:04:25

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Time series

Computational neuroscience

Statistical forecasting

Supply chain management

Machine learning

Root mean square deviation

Forecasting

Mean absolute percentage error

Convolutional neural network

Training, validation, and test data sets

Neural network

Mean absolute error

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Spatio-temporal envolutional graph neural network for traffic flow prediction in UAV-based ... - Nature. View article details on hiswai:

Summary

The article details a study using Graph Neural Networks (GNNs) for traffic forecasting, evaluated on real-world datasets with metrics like RMSE, MAE, and MAPE. It compares various models including convolutional networks and discusses model efficiency and data set partitioning.

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