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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jaeyoung Lee

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2 papers indexed here

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Sep 2026

Rear-end crash risk estimation for freeway work zones using a Bayesian hierarchical random-parameters block maximum approach.

Freeway work zones are high-risk locations due to the temporary lane closure. This study aims to estimate rear-end crash risk in these zones based on modeling traffic conflicts. A Bayesian hierarchical random-parameters block maximum (BM) approach, which can accommodate both the multilevel structure and heterogeneity,...

Qiang Zeng, Xian Wu, Jing Huang et al. · 0 citations
Open access Oct 2026

A multi-dimensional attention-based framework for personalized driver fatigue assessment for proactive commercial-vehicle crash prevention.

Driver fatigue is a major safety concern in commercial vehicle operations, yet conventional detection approaches often rely on fixed driving-time thresholds that overlook inter-driver variability, cumulative effects across trips, and contextual differences. This study proposes a multi-dimensional, context-aware fatigue...

Jia-Yu Yang, Jaeyoung Lee, Constantinos Antoniou · 0 citations

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