Emrehan Kutluğ Şahin

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

Taşkın Kavzoğlu, Emrehan Kutluğ Şahin, İsmail Çölkesen · Landslides · 2013 · 695 citations

Rock Slide, Engineering, Landslide Susceptibility +11

Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using XGBoost, gradient boosting machine, and random forest

Emrehan Kutluğ Şahin · SN Applied Sciences · 2020 · 368 citations · Full text

Gradient Boosting Machine, Engineering, Landslide Susceptibility +13

Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm

Taşkın Kavzoğlu, Emrehan Kutluğ Şahin, İsmail Çölkesen · Engineering Geology · 2015 · 196 citations

Geotechnical Engineering, Rock Slide, Engineering +9

Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression

İsmail Çölkesen, Emrehan Kutluğ Şahin, Taşkın Kavzoğlu · Journal of African Earth Sciences · 2016 · 173 citations

Geotechnical Engineering, Rock Slide, Susceptibility Mapping +10

An investigation of feature selection methods for soil liquefaction prediction based on tree-based ensemble algorithms using AdaBoost, gradient boosting, and XGBoost

Selçuk Demir, Emrehan Kutluğ Şahin · Neural Computing and Applications · 2022 · 168 citations

Soil Liquefaction Prediction, Engineering, Machine Learning +12