Celal Çakıroğlu

Data-driven interpretable ensemble learning methods for the prediction of wind turbine power incorporating SHAP analysis

Celal Çakıroğlu, Sercan Demir, Mehmet Hakan Özdemir et al. · Expert Systems with Applications · 2023 · 188 citations

Engineering, Machine Learning, Data Science +12

Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns

Celal Çakıroğlu, Kamrul Islam, Gebrai̇l Bekdaş et al. · Construction and Building Materials · 2022 · 100 citations

Steel Tubular Columns, Engineering, Machine Learning +12

Explainable ensemble learning data-driven modeling of mechanical properties of fiber-reinforced rubberized recycled aggregate concrete

Celal Çakıroğlu, Md. Shahjalal, Kamrul Islam et al. · Journal of Building Engineering · 2023 · 85 citations

Data-driven Modeling, Recycled Aggregate Concrete, Machine Learning +12

Interpretable Predictive Modelling of Basalt Fiber Reinforced Concrete Splitting Tensile Strength Using Ensemble Machine Learning Methods and SHAP Approach

Celal Çakıroğlu, Yaren Aydın, Gebrai̇l Bekdaş et al. · Materials · 2023 · 71 citations · Full text

Shap Approach, Machine Learning, Engineering +20

Effectiveness of wood waste sawdust to produce medium- to low-strength concrete materials

Farnaz Batool, Kamrul Islam, Celal Çakıroğlu et al. · Journal of Building Engineering · 2021 · 69 citations

Low-strength Concrete Materials, Engineering, Environmental Engineering +9