Interpretable machine learning for predicting the strength of 3D printed fiber-reinforced concrete (3DP-FRC)

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16

A comparative analysis of gradient boosting algorithms

Artificial Intelligence Review · 2020 · 2.5K citations · Full text

Computing, Computer Science, Machine Learning +10

CatBoost: gradient boosting with categorical features support

Anna Veronika Dorogush, Vasily Ershov, Andrey Gulin · arXiv (Cornell University) · 2018 · 1.4K citations · Full text

Computing, Computer Science, High-performance Computing +17

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