LTVPGA: Distilled Graph Attention for Lightweight Traffic Violation Prediction

Traffic violations, the primary cause of road accidents, threaten public safety by disrupting traffic flow and causing substantial casualties and economic losses. Accurate spatiotemporal prediction of violations offers critical insights for proactive traffic management. While Graph Attention Network...

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Bibliografski detalji

Glavni autori:	Yingzhi Wang, Yuquan Zhou, Feng Zhang
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2025-08-01
Serija:	ISPRS International Journal of Geo-Information
Teme:	traffic violations spatiotemporal prediction graph attention network knowledge distillation
Online pristup:	https://www.mdpi.com/2220-9964/14/9/332
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