most citedA Hybrid Model for Traffic Incident Detection based on Generative Adversarial Networks and Transformer Model

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cs.LG2024★ 2 cited

A Hybrid Model for Traffic Incident Detection based on Generative Adversarial Networks and Transformer Model

Xinying Lu, Doudou Zhang, Jianli Xiao

In addition to enhancing traffic safety and facilitating prompt emergency response, traffic incident detection plays an indispensable role in intelligent transportation systems by…

cs.LG2024

Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction

Wang Zhu, Doudou Zhang, Baichao Long +1

Long-term traffic prediction has always been a challenging task due to its dynamic temporal dependencies and complex spatial dependencies. In this paper, we propose a model that co…