4 papers
Applying MambaAttention, TabPFN, and TabTransformers to Classify SAE Automation Levels in Crashes
Shriyank Somvanshi, Anannya Ghosh Tusti, Mahmuda Sultana Mimi +4
The increasing presence of automated vehicles (AVs) presents new challenges for crash classification and safety analysis. Accurately identifying the SAE automation level involved i…
Applying Tabular Deep Learning Models to Estimate Crash Injury Types of Young Motorcyclists
Shriyank Somvanshi, Anannya Ghosh Tusti, Rohit Chakraborty +1
Young motorcyclists, particularly those aged 15 to 24 years old, face a heightened risk of severe crashes due to factors such as speeding, traffic violations, and helmet usage. Thi…
Driving Education Advancements of Novice Drivers: A Systematic Literature Review
Anannya Ghosh Tusti, Anandi K Dutta, Syed Aaqib Javed +1
Most novice drivers are teenagers since many individuals begin their driving journey during adolescence. Novice driver crashes remain a leading cause of death among adolescents, un…
From Maneuver to Mishap: A Systematic Literature Review on U-Turn Safety Risks
Syed Aaqib Javed, Anannya Ghosh Tusti, Biplov Pandey +1
Understanding the impacts of U-turn configurations on intersection safety and traffic operations is essential for developing effective strategies to enhance road safety and efficie…