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Author

Naqqash Dilshad

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Open access 2026

Adaptive Driver State Monitoring with Temporal Reasoning and Risk Estimation for Safe Transportation

Quantitative and qualitative analyses, including state-of-the-art comparison, cross-validation, statistical analysis, and computational complexity evaluation, highlight the system’s accuracy, modularity, and suitability for real-world deployment.

Hikmat Yar, I. Khan, Naqqash Dilshad et al. · 0 citations

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