Прати
Gülşen Taşkın
Наслов
Навело
Навело
Година
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
1382017
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
952016
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
572011
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
382013
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
372011
There are no data like more data: Datasets for deep learning in earth observation
M Schmitt, SA Ahmadi, Y Xu, G Taşkin, U Verma, F Sica, R Hänsch
IEEE Geoscience and Remote Sensing Magazine 11 (3), 63-97, 2023
262023
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
222019
Explainable artificial intelligence for cotton yield prediction with multisource data
MF Celik, MS Isik, G Taskin, E Erten, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023
202023
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
192019
A novel GPR-based prediction model for cyclic backbone curves of reinforced concrete shear walls
ZT Deger, G Taskin
Engineering Structures 255, 113874, 2022
172022
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
162009
Detection of shallow water area with machine learning algorithms
N Yagmur, N Musaoglu, G Taskin
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019
152019
Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls
ZT Deger, G Taskin Kaya
Neural Computing and Applications 34 (15), 13029-13041, 2022
142022
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
Machine learning-based estimation of energy dissipation capacity of RC shear walls
B Topaloglu, GT Kaya, F Sutcu, ZT Deger
Structures 45, 343-352, 2022
112022
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 the Photogrammetry, Remote Sensing and Spatial …, 2019
112019
Graph embedding via high dimensional model representation for hyperspectral images
G Taşkın, G Camps-Valls
IEEE transactions on geoscience and remote sensing 60, 1-11, 2021
102021
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
102016
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
102015
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
102009
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