Comparison of four statistical and machine learning methods for crash severity prediction

A Iranitalab, A Khattak - Accident Analysis & Prevention, 2017‏ - Elsevier
Crash severity prediction models enable different agencies to predict the severity of a
reported crash with unknown severity or the severity of crashes that may be expected to …

Injury severity analysis of pedestrian and bicyclist trespassing crashes at non-crossings: A hybrid predictive text analytics and heterogeneity-based statistical modeling …

B Wali, AJ Khattak, N Ahmad - Accident Analysis & Prevention, 2021‏ - Elsevier
Non-motorists involved in rail-trespassing crashes are usually more vulnerable to receiving
major or fatal injuries. Previous research has used traditional quantitative crash data for …

Data and Algorithmic Modeling Approaches in Crash Analysis

Y Kang - 2021‏ - search.proquest.com
Traffic crashes cause significant loss of life and property across the world. Analyzing
transportation safety data provides insights and assists identification of cause-and-effect …

[ספר][B] Statistical Investigation of Road and Railway Hazardous Materials Transportation Safety

A Iranitalab - 2018‏ - search.proquest.com
Transportation of hazardous materials (hazmat) in the United States (US) constituted 22.8%
of the total tonnage transported in 2012 with an estimated value of more than 2.3 billion …