BENKHADDA, O. and MANDAR, M. 2026. A CNN2D-LSTM Framework for Rule-Based Pedestrian-Vehicle Risk Scenario Detection. Statistics, Optimization & Information Computing. (Apr. 2026). DOI:https://doi.org/10.19139/soic-2310-5070-3458.