Gülsen Taskin Kaya

35 papers C 13Journal 13Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. K. Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
2023	—	`conf`	A Structural Damage Assessment Model Based on Deep Learning. SIU Gülsen Taskin Kaya, Hüseyin Kaya, Ö. T. Turan, Tolga Çinar, Alper Ilki
2023	J	`jnl`	Estimate Deformation Capacity of Non-Ductile RC Shear Walls using Explainable Boosting Machine. CoRR Zeynep Tuna Deger, Gülsen Taskin Kaya, John W. Wallace
2022	J	`jnl`	Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls. Neural Comput. Appl. Zeynep Tuna Deger, Gülsen Taskin Kaya
2021	J	`jnl`	A Novel GPR-Based Prediction Model for Cylic Backbone Curves of Reinforced Concrete Shear Walls. CoRR Zeynep Tuna Deger, Gülsen Taskin Kaya
2021	C	`conf`	Feature Selection Using Self Organizing Map Oriented Evolutionary Approach. IGARSS Oguzhan Ceylan, Gülsen Taskin Kaya
2021	J	`jnl`	Glass-box model representation of seismic failure mode prediction for conventional RC shear walls. CoRR Zeynep Tuna Deger, Gülsen Taskin Kaya
2021	J	`jnl`	Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls. CoRR Berkay Topaloglu, Gülsen Taskin Kaya, Fatih Sutcu, Zeynep Tuna Deger
2019	J	`jnl`	An Adaptive Affinity Matrix Optimization for Locality Preserving Projection via Heuristic Methods for Hyperspectral Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Gülsen Taskin Kaya, Oguzhan Ceylan
2019	J	`jnl`	An Out-of-Sample Extension to Manifold Learning via Meta-Modeling. IEEE Trans. Image Process. Gülsen Taskin Kaya, Melba M. Crawford
2019	C	`conf`	Graph Optimized Locality Preserving Projection Via Heuristic Optimization Algorithms. IGARSS Oguzhan Ceylan, Gülsen Taskin Kaya
2019	—	`conf`	Multi-Output Regressions For Estimating Canola Biophysical Parameters From PolSAR Data. Agro-Geoinformatics Zehra Meltem Sahin, Esra Erten, Gülsen Taskin Kaya
2019	—	`conf`	Optimization of Graph Affinity Matrix with Heuristic Methods in Dimensionality Reduction of Hypespectral Images. SIU Oguzhan Ceylan, Gülsen Taskin Kaya
2019	J	`jnl`	Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis. IEEE Geosci. Remote. Sens. Lett. Esra Erten, Gülsen Taskin Kaya, Juan M. Lopez-Sanchez
2018	C	`conf`	Active Manifold Learning for Hyperspectral Image Classification. IGARSS Zhou Zhang, Gülsen Taskin Kaya, Melba M. Crawford
2018	C	`conf`	Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops. IGARSS Esra Erten, Gülsen Taskin Kaya, Juan M. Lopez-Sanchez
2018	—	`conf`	Using single-and multi-target regression to estimate biophysical parameters of crops. SIU Z. Meltem Sahin, Esra Erten, Nebiye Musaoglu, Deniz Ekin Canbay, Gülsen Taskin Kaya
2017	C	`conf`	Extending out-of-sample manifold learning via meta-modelling techniques. IGARSS Gülsen Taskin Kaya, Melba M. Crawford
2017	J	`jnl`	Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images. IEEE Trans. Image Process. Gülsen Taskin Kaya, Hüseyin Kaya, Lorenzo Bruzzone
2016	C	`conf`	A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification. IGARSS Oguzhan Ceylan, Gülsen Taskin Kaya
2016	C	`conf`	A comprehensive evaluation of feature selection algorithms in hyperspectral image classification. IGARSS Hamed G. Vijouyeh, Gülsen Taskin Kaya
2016	J	`jnl`	Paddy-Rice Phenology Classification Based on Machine-Learning Methods Using Multitemporal Co-Polar X-Band SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Caglar Kucuk, Gülsen Taskin Kaya, Esra Erten
2016	—	`conf`	SVM parameter selection based on harmony search with an application to hyperspectral image classification. SIU Oguzhan Ceylan, Gülsen Taskin Kaya
2015	C	`conf`	A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification. IGARSS Gülsen Taskin Kaya, Hüseyin Kaya, Lorenzo Bruzzone
2015	C	`conf`	CO-POLAR SAR data classification as a tool for real time paddy-rice monitoring. IGARSS Caglar Kucuk, Gülsen Taskin Kaya, Esra Erten
2014	—	`conf`	Optimization of SVM parameters using High Dimensional Model Representation and its application to hyperspectral images. SIU Gülsen Taskin Kaya, Hüseyin Kaya
2014	C	`conf`	Recursive feature selection based on non-parallel SVMs and its application to hyperspectral image classification. IGARSS Gülsen Taskin Kaya, Yucel Torun, Caglar Kucuk
2014	C	`conf`	Remote sensing image classification by non-parallel SVMs. IGARSS Caglar Kucuk, Yucel Torun, Gülsen Taskin Kaya
2013	J	`jnl`	A Hybrid Model for Classification of Remote Sensing Images With Linear SVM and Support Vector Selection and Adaptation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Gülsen Taskin Kaya
2012	C	`conf`	Feature selection by high dimensional model representation and its application to remote sensing. IGARSS Gülsen Taskin Kaya, Hüseyin Kaya, Okan K. Ersoy
2011	—	`—`	Support Vector Selection and Adaptation and Its Application to Earthquake Damage Assessment (Destek Vektör Seçimi ve Uyarlaması ve Deprem Hasar Tespit Uygulamaları) Gülsen Taskin Kaya
2011	J	`jnl`	Support Vector Selection and Adaptation for Remote Sensing Classification. IEEE Trans. Geosci. Remote. Sens. Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2010	C	`conf`	Hybrid SVM and SVSA method for classification of remote sensing images. IGARSS Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2010	—	`conf`	Spectral and spatial classification of earthquake images by support vector selection and adaptation. SoCPaR Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2009	—	`conf`	Support Vector Selection and Adaptation for Classification of Earthquake Images. IGARSS (2) Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak