Lingtao Wu

Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP

Xiao Wen, Yuanchang Xie, Lingtao Wu et al. · Accident Analysis & Prevention · 2021 · 313 citations

Public Health, Injury Prevention, Transportation Planning +16

Empirical Bayes estimates of finite mixture of negative binomial regression models and its application to highway safety

Yajie Zou, J.E. Ash, Byung-Jung Park et al. · Journal of Applied Statistics · 2017 · 75 citations

Engineering, Automotive Engineering, Bayesian Data Analysis +16

Factors influencing the patterns of wrong-way driving crashes on freeway exit ramps and median crossovers: Exploration using ‘Eclat’ association rules to promote safety

Subasish Das, Anandi Dutta, Mohammad Jalayer et al. · International Journal of Transportation Science and Technology · 2018 · 74 citations · Full text

Engineering, Automotive Engineering, Data Analytics +16

Modeling over-dispersed crash data with a long tail: Examining the accuracy of the dispersion parameter in Negative Binomial models

Yajie Zou, Lingtao Wu, Dominique Lord · Analytic Methods in Accident Research · 2015 · 62 citations

Social Sciences, Biostatistics, Econometrics +7

Vehicle Acceleration Prediction Based on Machine Learning Models and Driving Behavior Analysis

Yajie Zou, Lusa Ding, Hao Zhang et al. · Applied Sciences · 2022 · 60 citations · Full text

Computing, Automotive Engineering, Computer Science +16