Yaren Aydın

Use of Machine Learning Techniques in Soil Classification

Yaren Aydın, Ümit Işıkdağ, Gebrai̇l Bekdaş et al. · Sustainability · 2023 · 73 citations · Full text

Data Classification, Classification Method, Engineering +15

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

Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach

Celal Çakıroğlu, Yaren Aydın, Gebrai̇l Bekdaş et al. · Energy and Buildings · 2024 · 25 citations

Built Environment, Double-story Terrace House, Engineering +8

Machine Learning Models for Ecofriendly Optimum Design of Reinforced Concrete Columns

Yaren Aydın, Gebrai̇l Bekdaş, Sinan Melih Niğdeli et al. · Applied Sciences · 2023 · 24 citations · Full text

Artificial Intelligence, Reinforced Concrete Columns, Optimization-machine Learning Pipeline +26

Prediction of Cooling Load of Tropical Buildings with Machine Learning

Gebrai̇l Bekdaş, Yaren Aydın, Ümit Işıkdağ et al. · Sustainability · 2023 · 21 citations · Full text

Cooling Load, Engineering, Machine Learning +16