Standout Papers

Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightG... 2021 2026 2022 2024202
  1. Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP (2021)
    Xiao Wen, Yuanchang Xie et al. Accident Analysis & Prevention

Immediate Impact

22 standout
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Citing Papers

Graph neural networks enabled accident causation prediction for maritime vessel traffic
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An interpretable XGBoost-SHAP machine learning model for reliable prediction of mechanical properties in waste foundry sand-based eco-friendly concrete
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2 intermediate papers

Works of Xiao Wen being referenced

Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP
2021 Standout
Applications of machine learning methods in traffic crash severity modelling: current status and future directions
2021

Author Peers

Author Last Decade Papers Cites
Xiao Wen 171 68 110 115 11 389
Md Nasim Khan 232 75 139 139 26 377
Mario De Luca 145 59 48 125 32 358
Jian Liang 141 77 68 229 10 378
Imran Reza 82 100 119 78 19 418
Khaled Assi 147 89 74 160 21 388
Demetrio Carmine Festa 126 114 106 142 21 339
Mingtao Song 179 142 148 96 7 386
Theodor Mailaender 247 97 112 75 6 356
Abhishek Das 273 84 50 182 29 391
Amirfarrokh Iranitalab 329 37 57 199 11 417

All Works

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2026