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Shan-Feng Lu

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Open access Aug 2026

Proactive Traffic Operational Risk Assessment Using Variational Autoencoders

An innovative, data-driven Traffic Operational Risk (TOR) assessment framework that integrates unsupervised deep learning with extreme-value statistics to achieve continuous, proactive risk monitoring, providing a mathematically rigorous paradigm for precision-guided highway safety management.

Wei Huang, Sen Luan, Zhong-Bin Luo et al. · 0 citations
Open access Sep 2026

An integrated framework for traffic monitoring using intelligent radar sensing technology

The results demonstrate that the proposed integrated radar-based framework provides reliable lane-level traffic monitoring and safety risk identification under complex highway conditions.

Yan-Qun Yang, Xiao-Ning Deng, Shan-Feng Lu et al. · 0 citations

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