| 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 | 137 | 2017 |
| 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 | 94 | 2016 |
| 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 | 57 | 2011 |
| 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 | 38 | 2013 |
| 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 | 36 | 2011 |
| 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 | 23 | 2023 |
| 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, 2023 | 19 | 2023 |
| 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 | 19 | 2019 |
| 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 | 16 | 2009 |
| 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 | 15 | 2019 |
| A novel GPR-based prediction model for cyclic backbone curves of reinforced concrete shear walls ZT Deger, G Taskin Engineering Structures 255, 113874, 2022 | 14 | 2022 |
| 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 | 13 | 2022 |
| 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 | 12 | 2021 |
| 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 | 12 | 2019 |
| An Out-of-Sample Extension to Manifold Learning via Meta-Modelling. G Taskin, MM Crawford IEEE Transactions on Image Processing: a Publication of the IEEE Signal …, 2019 | 12 | 2019 |
| 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 | 12 | 2015 |
| 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 | 11 | 2019 |
| 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 | 10 | 2022 |
| 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 | 10 | 2016 |
| 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 | 10 | 2015 |
esra ertenIstanbul Technical UniversityVerified email at itu.edu.tr
