Gülşen Taşkın

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esra ertenIstanbul Technical UniversityDirección de correo verificada de itu.edu.tr
Zeynep Tuna DeğerAssociate Professor of Structural/Earthquake Engineering, Istanbul Technical UniversityDirección de correo verificada de itu.edu.tr
Huseyin KayaIstanbul Technical UniversityDirección de correo verificada de payten.com
Nebiye MusaogluIstanbul Technical UniversityDirección de correo verificada de itu.edu.tr
Oguzhan CeylanKadir Has UniversityDirección de correo verificada de khas.edu.tr
Alp ErtürkKocaeli University Laboratory of Image and Signal Processing (KULIS)Dirección de correo verificada de kocaeli.edu.tr
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoDirección de correo verificada de ing.unitn.it
Gustau Camps-VallsProfessor. Image Processing Lab (IPL). Universitat de ValènciaDirección de correo verificada de uv.es
Ronny Hänschpostdoctoral research fellow, German Aerospace Center, OberpfaffenhofenDirección de correo verificada de dlr.de
Fatih SutcuAsst. Prof. Dr., Istanbul Technical UniversityDirección de correo verificada de itu.edu.tr
Ujjwal VermaManipal Institute of Technology, IndiaDirección de correo verificada de manipal.edu
Francescopaolo SicaUniversity of the Bundeswehr MunichDirección de correo verificada de unibw.de
Erchan AptoulaSabanci UniversityDirección de correo verificada de sabanciuniv.edu
Juan M. Lopez-SanchezUniversity of AlicanteDirección de correo verificada de ua.es
JOHN W WALLACEProfessor of Civil Engineering, UCLADirección de correo verificada de g.ucla.edu
Gemine VivoneNational Research CouncilDirección de correo verificada de imaa.cnr.it
Hasan SAYGINIndependent Researcher (Multidisciplinary & Interdisciplinary Studies)Dirección de correo verificada de itu.edu.tr
Prof. Dr. Semih ErgintavBoğaziçi University Kandilli Observatory and Earthquake Research InstituteDirección de correo verificada de boun.edu.tr
Sumit PaudyalAssociate Professor, Electrical & Computer Engineering, Florida International UniversityDirección de correo verificada de fiu.edu
Kadim TasdemirDirección de correo verificada de browzzin.com

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Gülşen Taşkın

Istanbul Technical University

Dirección de correo verificada de itu.edu.tr - Página principal

Machine Learning Explainable AI Deep Learning High Dimensional Problems Remote Sensing Image


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	138	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	95	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	37	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	28	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 20, 1-5, 2023	22	2023
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	22	2019
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
A novel GPR-based prediction model for cyclic backbone curves of reinforced concrete shear walls ZT Deger, G Taskin Engineering Structures 255, 113874, 2022	17	2022
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
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	14	2022
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
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	11	2022
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	11	2019
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	10	2021
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
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	10	2009

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