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March 3, 2026
Advances in Driver Behavior Classification: Traditional Paradigms, Deep Learning, Generative AI, and Explainable Systems
AA
Ahmad Al-Rababah
SR
Syed Masiur Rahman
MS
MD Shafiullah
Puntos clave
Driver behavior classification shows significant improvement using deep learning approaches, increasing accuracy rates.
A key focus includes explainable systems that enhance user understanding of AI decisions and predictions.
Advances in generative AI have broadened the scope for modeling complex driver behaviors effectively.
The combination of traditional paradigms and new AI technologies may enable smarter traffic management solutions.
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Advances in Driver Behavior Classification: Traditional Paradigms, Deep Learning, Generative AI, and Explainable Systems | Synapse
Cite This Study
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Al-Rababah et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76028c6e9836116a2c9f6
https://doi.org/https://doi.org/10.1007/s13177-025-00622-5