A Data Augmentation Approach to Distracted Driving Detection

a new approach to credibility premium for zero-inflated poisson models for panel data

هدف اصلی از این تحقیق به دست آوردن و مقایسه حق بیمه باورمندی در مدل های شمارشی گزارش نشده برای داده های طولی می باشد. در این تحقیق حق بیمه های پبش گویی بر اساس توابع ضرر مربع خطا و نمایی محاسبه شده و با هم مقایسه می شود. تمایل به گرفتن پاداش و جایزه یکی از دلایل مهم برای گزارش ندادن تصادفات می باشد و افراد برای استفاده از تخفیف اغلب از گزارش تصادفات با هزینه پائین خودداری می کنند، در این تحقیق ...

Publications on Distracted Driving

A study of fatal traffic crashes in Florida examined contributing factors among crashes in which younger (under age 25) drivers were found to be at fault. A case-based analysis was used to improve the accuracy and completeness of the data from the original crash reports. Results were presented using over-representation factors (ORB), a simplified but statistically significant approach to freque...

Comparing a driving simulator to the real road regarding distracted driving speed

Driving Home the Message: Using a Video Game Simulator to Steer Attitudes Away From Distracted Driving

A pre-test, post-test experiment was conducted to determine if using a popular racing game on a PlayStation® 3 video game console could change a player’s intent to drive distracted. Results indicated that those who were driving distracted (texting or talking) in a video game driving simulator had significantly more crashes, speed violations, and fog-line crossings than those in a non-distracted...

Emotion matters: Implications for distracted driving

Driver distraction is estimated to be one of the leading causes of motor vehicle accidents. Roadside billboards containing negative and positive emotional content have been shown to influence driving behaviour by modulating attention; however, the impact of emotion-related auditory distraction on driving is relatively unknown. In the present study, we explored the behavioural and event-related ...