Advances in Driver Behavior Classification: Traditional Paradigms, Deep Learning, Generative AI, and Explainable Systems

Key Points

• 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.