GATR: A Road Network Traffic Violation Prediction Method Based on Graph Attention Network

Prediction of traffic violations plays a key role in transportation safety. Combining with deep learning to predict traffic violations has become a new development trend. However, existing methods are based on regular spatial grids which leads to a fuzzy spatial expression and ignores the strong cor...

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