Taşkın Kavzoğlu

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

A kernel functions analysis for support vector machines for land cover classification

Taşkın Kavzoğlu, İsmail Çölkesen · International Journal of Applied Earth Observation and Geoinformation · 2009 · 674 citations

Land Cover Classification, Support Vector Machine, Machine Vision +15

Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela

H. Gómez, Taşkın Kavzoğlu · Engineering Geology · 2004 · 488 citations

Rock Slide, Engineering, Slope Stability +12

The use of backpropagating artificial neural networks in land cover classification

Taşkın Kavzoğlu, Paul M. Mather · International Journal of Remote Sensing · 2003 · 446 citations

Worst Performing Heuristics, Precision Agriculture, Engineering +19

Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost)

Taşkın Kavzoğlu, Alihan Teke · Arabian Journal for Science and Engineering · 2022 · 298 citations

Engineering, Machine Learning, Data Science +14