Concepedia

Bond strength between recycled aggregate concrete and rebar: Interpretable machine learning modeling approach for performance estimation and engineering design

Li Li, Yihang Guo, Yang Zhang, Kaidong Xu, Xinzheng Wang

Materials Today Communications · 2024 · 11 citations · 73 references

References

73

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

A comparison of random forest variable selection methods for classification prediction modeling

Jaime L. Speiser, Michael E. Miller, Janet A. Tooze et al. · Expert Systems with Applications · 2019 · 1.5K citations · Full text

Computing, Data Science, Data Mining +13

Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost

Ziqi Li · Computers Environment and Urban Systems · 2022 · 1K citations · Full text

Computing, Computer Science, Data Science +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

Development and Application of Artificial Neural Network

Yuchen Wu, Junwen Feng · Wireless Personal Communications · 2017 · 759 citations

Computing, Computer Science, Artificial Intelligence +10