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Dahliah Saing

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Review Open access Jul 2026

Artificial Intelligence and Data-Driven Approaches for Proactive Road Safety Analysis

This systematic review analyzes 21 peer-reviewed articles (2021–2025) from ScienceDirect, Elsevier, and IEEE Xplore to examine methodological advances in road safety research. Findings reveal a paradigm shift from retrospective crash analysis to proactive, data-driven approaches, with machine learning (ML) and deep lea...

Dahliah Saing · 0 citations

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