A kernel functions analysis for support vector machines for land cover classification. - Taskin Kavzoglu; Ismail Colkesen (Int. J. Appl. Earth Obs. Geoinformation, 2009)

Increasing the accuracy of neural network classification using refined training data. - Taskin Kavzoglu (Environ. Model. Softw., 2009)

Performance evaluation of rotation forest for svm-based recursive feature elimination using hyperspectral imagery. - Ismail Colkesen; Taskin Kavzoglu (WHISPERS, 2016)

Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. - Hasan Sildir; Erdal Aydin; Taskin Kavzoglu (Remote. Sens., 2020)

Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping. - Taskin Kavzoglu; Alihan Teke; Elif Özlem Yilmaz (Remote. Sens., 2021)

Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas. - Ismail Colkesen; Taskin Kavzoglu; Hasan Tonbul; Muhammed Yusuf Ozturk; Elif Özlem Yilmaz (IGARSS, 2022)

Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model. - Esra Yildirim; Mertcan Nazar; Umut Günes Sefercik; Taskin Kavzoglu (IGARSS, 2022)

Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction. - Elif Özlem Yilmaz; Alihan Teke; Taskin Kavzoglu (IGARSS, 2022)

Ensemble Conditioning Factor Selection with Markov Chain Framework for Shallow Landslide Susceptibility Mapping in Lake Sapanca Basin and its Vicinity, Turkey. - Taskin Kavzoglu; Alihan Teke (Balt. J. Mod. Comput., 2022)

Analysis of patch and sample size effects for 2D-3D CNN models using multiplatform dataset: hyperspectral image classification of ROSIS and Jilin-1 GP01 imagery. - Taskin Kavzoglu; Elif Özlem Yilmaz (Turkish J. Electr. Eng. Comput. Sci., 2022)

Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm. - Taskin Kavzoglu; Furkan Bilucan (Earth Sci. Informatics, 2023)

Automated identification of vehicles in very high-resolution UAV orthomosaics using YOLOv7 deep learning model. - Esra Yildirim; Umut Günes Sefercik; Taskin Kavzoglu (Turkish J. Electr. Eng. Comput. Sci., 2024)