Amin Keramati

Accident Prediction Accuracy Assessment for Highway-Rail Grade Crossings Using Random Forest Algorithm Compared with Decision Tree

Xiaoyi Zhou, Pan Lu, Zijian Zheng et al. · Reliability Engineering & System Safety · 2020 · 240 citations

Engineering, Data Science, Decision Tree +9

A Gradient Boosting Crash Prediction Approach for Highway-Rail Grade Crossing Crash Analysis

Pan Lu, Zijian Zheng, Yihao Ren et al. · Journal of Advanced Transportation · 2020 · 41 citations · Full text

Railway Traffic, Engineering, Machine Learning +22

Geometric effect analysis of highway-rail grade crossing safety performance

Amin Keramati, Pan Lu, Denver Tolliver et al. · Accident Analysis & Prevention · 2020 · 35 citations

Railway Traffic, Engineering, Geometric Effect Analysis +6

A crash severity analysis at highway-rail grade crossings: The random survival forest method

Amin Keramati, Pan Lu, Amirfarrokh Iranitalab et al. · Accident Analysis & Prevention · 2020 · 34 citations

Engineering, Road Traffic Safety, Predictive Analytics +11

Impact of Forest Road Maintenance Policies on Log Transportation Cost, Routing, and Carbon-Emission Trade-Offs: Oregon Case Study

Amin Keramati, Pan Lu, Ahmad Sobhani et al. · Journal of Transportation Engineering Part A Systems · 2020 · 24 citations

Engineering, Environmental Impact Assessment, Forestry +18