Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding
Jorge Ugan,
Mohamed Abdel-Aty,
Zubayer Islam
Abstract:Speeding remains a key factor in traffic fatalities, prompting transportation agencies to propose speed management solutions. While studies have examined speeding percentages above limits, few address its impact on individual journeys. Most studies rely on detector speed data, lacking route insights. This research employs connected vehicle trajectory data to analyze driver paths and variables, predicting speeding levels with various learning models. Extreme Gradient Boosting performed best, achieving 75.6% acc… Show more
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