Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost)
Kavzoglu, Taskin, Teke, Alihan
Published in Arabian journal for science and engineering (2011) (01.06.2022)
Published in Arabian journal for science and engineering (2011) (01.06.2022)
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Journal Article
Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping
Kavzoglu, Taskin, Teke, Alihan, Yilmaz, Elif Ozlem
Published in Remote sensing (Basel, Switzerland) (01.12.2021)
Published in Remote sensing (Basel, Switzerland) (01.12.2021)
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Journal Article
Methodology For Extracting Poplar Planted Fields From Very High-Resolution Imagery Using Object-Based Image Analysis and Feature Selection Strategy
Elif Ozlem Yilmaz, Taskin Kavzoglu, Ismail Colkesen, Tonbul, Hasan, Teke, Alihan
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (01.01.2024)
Published in ISPRS annals of the photogrammetry, remote sensing and spatial information sciences (01.01.2024)
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Journal Article
Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction
Yilmaz, Elif Ozlem, Teke, Alihan, Kavzoglu, Taskin
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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