Taskin Kavzoglu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Feedforward Neural Networks

Ensemble Classifier

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Earth Sci. Informatics

Publications

Esra Yildirim, Umut Günes Sefercik, Taskin Kavzoglu
Automated identification of vehicles in very high-resolution UAV orthomosaics using YOLOv7 deep learning model. Turkish J. Electr. Eng. Comput. Sci. 32 (1) (2024)
Taskin Kavzoglu, Furkan Bilucan
Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm. Earth Sci. Informatics 16 (1) (2023)
Elif Ozlem Yilmaz, Alihan Teke, Taskin Kavzoglu
Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction. IGARSS (2022)
Taskin Kavzoglu, Elif Özlem Yilmaz
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. Turkish J. Electr. Eng. Comput. Sci. 30 (6) (2022)
Esra Yildirim, Mertcan Nazar, Umut Gunes Sefercik, Taskin Kavzoglu
Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model. IGARSS (2022)
Ismail Colkesen, Taskin Kavzoglu, Hasan Tonbul, Muhammed Yusuf Ozturk, Elif Ozlem Yilmaz
Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas. IGARSS (2022)
Taskin Kavzoglu, Alihan Teke
Ensemble Conditioning Factor Selection with Markov Chain Framework for Shallow Landslide Susceptibility Mapping in Lake Sapanca Basin and its Vicinity, Turkey. Balt. J. Mod. Comput. 10 (2) (2022)
Taskin Kavzoglu, Alihan Teke, Elif Ozlem Yilmaz
Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping. Remote. Sens. 13 (23) (2021)
Hasan Sildir, Erdal Aydin, Taskin Kavzoglu
Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. Remote. Sens. 12 (6) (2020)
Ismail Colkesen, Taskin Kavzoglu
Performance evaluation of rotation forest for svm-based recursive feature elimination using hyperspectral imagery. WHISPERS (2016)
Taskin Kavzoglu, Ismail Colkesen
A kernel functions analysis for support vector machines for land cover classification. Int. J. Appl. Earth Obs. Geoinformation 11 (5) (2009)
Taskin Kavzoglu
Increasing the accuracy of neural network classification using refined training data. Environ. Model. Softw. 24 (7) (2009)