Determinants of passengers' ticketing channel choice in rail transit systems: New evidence of e-payment behaviors from Xi'an, China

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach

Sujith Mangalathu, Seong‐Hoon Hwang, Jong‐Su Jeon · Engineering Structures · 2020 · 1K citations

Computing, Computer Science, Industrial Engineering +7

Applying a random forest method approach to model travel mode choice behavior

Long Cheng, Xuewu Chen, Jonas De Vos et al. · Travel Behaviour and Society · 2018 · 475 citations

Planning, Transportation Planning, Urban Planning +14