“Bridging the Adaptability Gap in Machine Learning Driven Road Safety Systems: A Research Roadmap Toward Safer Streets”. Journal of Informatics Education and Research, vol. 5, no. 4, Dec. 2025, https://doi.org/10.52783/jier.v6i1.4438.