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Gülşen Taşkın Kaya
Gülşen Taşkın Kaya
Verified email at itu.edu.tr
Title
Cited by
Cited by
Year
Feature selection based on high dimensional model representation for hyperspectral images
G Taşkın, H Kaya, L Bruzzone
IEEE Transactions on Image Processing 26 (6), 2918-2928, 2017
1132017
Paddy-Rice Phenology Classification Based on Machine-Learning Methods Using Multitemporal Co-Polar X-Band SAR Images
EE C Kucuk, G Taskin
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016
742016
Damage assessment of 2010 Haiti earthquake with post-earthquake satellite image by support vector selection and adaptation
G Taskin Kaya, N Musaoglu, OK Ersoy
Photogrammetric Engineering & Remote Sensing 77 (10), 1025-1035, 2011
502011
Support vector selection and adaptation for remote sensing classification
GT Kaya, OK Ersoy, ME Kamasak
IEEE transactions on geoscience and remote sensing 49 (6), 2071-2079, 2011
342011
A hybrid model for classification of remote sensing images with linear SVM and support vector selection and adaptation
GT Kaya
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
332013
Selection of PolSAR observables for crop biophysical variable estimation with global sensitivity analysis
E Erten, G Taşkin, JM Lopez-Sanchez
IEEE Geoscience and Remote Sensing Letters 16 (5), 766-770, 2019
142019
Support vector selection and adaptation for classification of earthquake images
GT Kaya, OK Ersoy, ME Kamaşak
2009 IEEE International Geoscience and Remote Sensing Symposium 2, II-851-II-854, 2009
142009
Detection of shallow water area with machine learning algorithms
N Yagmur, N Musaoglu, G Taskin
The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2019
132019
Earthquake-induced damage classification from postearthquake satellite image using spectral and spatial features with support vector selection and adaptation
G Taskin, OK Ersoy, ME Kamasak
J. Appl. Remote Sens. 9 (1), 2015
122015
CO-POLAR SAR data classification as a tool for real time paddy-rice monitoring
Ç Küçük, GT Kaya, E Erten
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
92015
Support vector selection and adaptation and its application in remote sensing
GT Kaya, OK Ersoy, ME Kamasak
2009 4th International Conference on Recent Advances in Space Technologies …, 2009
92009
An out-of-sample extension to manifold learning via meta-modeling
G Taşkin, MM Crawford
IEEE Transactions on Image Processing 28 (10), 5227-5237, 2019
82019
Comparison of Object Based Machine Learning Classifications of Planetscope and WORLDVIEW-3 Satellite Images for Land Use/Cover
A Tuzcu, G Taskin, N Musaoğlu
The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2019
82019
SVM parameter selection based on harmony search with an application to hyperspectral image classification
O Ceylan, G Taşkın
2016 24th Signal Processing and Communication Application Conference (SIU …, 2016
82016
Recursive feature selection based on non-parallel SVMs and its application to hyperspectral image classification
GT Kaya, Y Torun, C Küçük
2014 IEEE Geoscience and Remote Sensing Symposium, 3558-3561, 2014
82014
Bilişim Türkçesi
G Taşkın, S Üsküplü
Akademik Bilişim Konferansı. Karadeniz Teknik Üniversitesi, Trabzon 11, 13, 2004
82004
An adaptive affinity matrix optimization for locality preserving projection via heuristic methods for hyperspectral image analysis
G Taşkın, O Ceylan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
72019
Support vector selection and adaptation
GT Kaya, OK Ersoy, ME Kamasak
International Symposium on Innovations in Intelligent Systems and Applications, 2009
72009
A Comparison of differential evolution and harmony search methods for SVM model selection in hyperspectral image classification
O Ceylan, G Taşkın
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
62016
Optimization of SVM parameters using High Dimensional Model Representation and its application to hyperspectral images
GT Kaya, H Kaya
2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014
62014
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Articles 1–20