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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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Detalles Bibliográficos
Autores principales: Zhou, Yuquan, Wang, Yingzhi, Zhang, Feng, Zhou, Hongye, Sun, Keran, Yu, Yuhan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960800/
https://www.ncbi.nlm.nih.gov/pubmed/36834124
http://dx.doi.org/10.3390/ijerph20043432