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
Extraction of Water Bodies from High-Resolution Aerial and Satellite Images Using Visual Foundation Models
Ozdemir, Samed, Akbulut, Zeynep, Karsli, Fevzi, Kavzoglu, Taskin
Published in Sustainability (01.04.2024)
Published in Sustainability (01.04.2024)
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Journal Article
Automated mucilage extraction index (AMEI): a novel spectral water index for identifying marine mucilage formations from Sentinel-2 imagery
Colkesen, Ismail, Kavzoglu, Taskin, Sefercik, Umut Gunes, Ozturk, Muhammed Yusuf
Published in International journal of remote sensing (02.01.2023)
Published in International journal of remote sensing (02.01.2023)
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Journal Article
Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images
Kavzoglu, Taskin, Colkesen, Ismail, Atesoglu, Ayhan, Tonbul, Hasan, Yilmaz, Elif Ozlem, Ozlusoylu, Seyma, Ozturk, Muhammed Yusuf
Published in International journal of remote sensing (18.03.2024)
Published in International journal of remote sensing (18.03.2024)
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Journal Article
Spatial Land Use and Land Cover (LULC) Changes for A Sustainable Biodiversity Conservation: Factors for Potential Implementation of Buffer Zone for FRIM Natural Heritage Site, Malaysia
Ahmad, Che Bon, Abdullah, Jamalunlaili, Idris, Roslina, Abdul Rasam, Abdul Rauf, Mustapha, Arniatul Aiza, Kavzoglu, Taskin
Published in IOP conference series. Earth and environmental science (01.10.2022)
Published in IOP conference series. Earth and environmental science (01.10.2022)
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Journal Article
Increasing the accuracy of neural network classification using refined training data
Kavzoglu, Taskin
Published in Environmental modelling & software : with environment data news (01.07.2009)
Published in Environmental modelling & software : with environment data news (01.07.2009)
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Journal Article