A comparative study of machine learning models for construction costs prediction with natural gradient boosting algorithm and SHAP analysis

Das, Pobithra / Kashem, Abul / Hasan, Imrul et al. | Springer Verlag | 2024

Rockburst Prediction and Evaluation Model for Hard Rock Engineering Based on Extreme Gradient Boosting Ensemble Learning and SHAP Value

Chen, Long / Wu, Shunchuan / Jin, Aibing et al. | Online Contents | 2023

Probabilistic Machine-Learning Methods for Performance Prediction of Structure and Infrastructures through Natural Gradient Boosting

Chen, Shi-Zhi / Feng, De-Cheng / Wang, Wen-Jie et al. | ASCE | 2022

Development of prediction models for interlayer shear strength in asphalt pavement using machine learning and SHAP techniques

AL-Jarazi, Rabea / Rahman, Ali / Ai, Changfa et al. | Taylor & Francis Verlag | 2024

Eco-Transformation of construction: Harnessing machine learning and SHAP for crumb rubber concrete sustainability

Habib, Nudrat / Saqib, Muhammad / Najeh, Taoufik et al. | BASE | 2024