Prediction Models for Individuals' Control Skill Development and Retention using XGBoost and SHAP

van Leeuwen, Barry A. / Toubman, Armon / van der Pal, Jelke et al. | AIAA | 2023

Using Multidimensional Data to Analyze Freeway Real-Time Traffic Crash Precursors Based on XGBoost-SHAP Algorithm

Jie Li / Yang Yang / Yanran Hu et al. | DOAJ | 2023

Applying an XGBoost and SHAP for Congestion Analysis of Expressway Exit Based on Aggressive Driving Behavior

Sun, Hao / Xu, Yongcun / Li, Hongfang et al. | ASCE | 2022

Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis

Parsa, Amir Bahador / Movahedi, Ali / Taghipour, Homa et al. | Elsevier | 2019

Predicting effects of built environment on fatal pedestrian accidents at location-specific level: Application of XGBoost and SHAP

Chang, Iljoon / Park, Hoontae / Hong, Eungi et al. | Elsevier | 2021