Using computer vision and machine learning to identify bus safety risk factors

Predicting Freeway Traffic Crash Severity Using XGBoost-Bayesian Network Model with Consideration of Features Interaction

(2022) Yang Yang et al.   JOURNAL OF ADVANCED TRANSPORTATION

Safety of walking trips accessing to public transportation: A Bayesian spatial model in Hong Kong

(2022) Junbiao Su et al.   Travel Behaviour and Society

Spatial analysis of collision risk of child pedestrians – A case of urban elementary school districts in Busan, Korea

(2022) Hyunsoo Kim et al.   Travel Behaviour and Society

Predicting intersection crash frequency using connected vehicle data: A framework for geographical random forest

(2022) Yangsong Gu et al.   ACCIDENT ANALYSIS AND PREVENTION

Pedestrian Crash Exposure Analysis Using Alternative Geographically Weighted Regression Models

(2021) Seyed Ahmad Almasi et al.   JOURNAL OF ADVANCED TRANSPORTATION

Bus crash risk evaluation: An adjusted framework and its application in a real network

(2021) Benedetto Barabino et al.   ACCIDENT ANALYSIS AND PREVENTION

Spatial statistics and random forest approaches for traffic crash hot spot identification and prediction

(2021) Eskindir Ayele Atumo et al.   International Journal of Injury Control and Safety Promotion

Investigating secondary pedestrian-vehicle interactions at non-signalized intersections using vision-based trajectory data

(2019) Ting Fu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

(2018) Stefan Wager et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Evaluation of pedestrian safety margin at mid-block crosswalks in India

(2018) Chaudhari Avinash et al.   SAFETY SCIENCE

Assessing safety of shared space using cyclist-pedestrian interactions and automated video conflict analysis

(2018) David Beitel et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Time Reliability Measures in bus Transport Services from the Accurate use of Automatic Vehicle Location raw Data

(2016) Benedetto Barabino et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

Identifying Factors That Increase Bus Accident Risk by Using Random Forests and Trip-Level Data

(2016) Joel Huting et al.   TRANSPORTATION RESEARCH RECORD

The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives

(2010) Dominique Lord et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

Models for Safety Analysis of Road Surface Transit

(2008) Carl Cheung et al.   TRANSPORTATION RESEARCH RECORD