Gülsen Taskin Kaya
Orcid: 0000-0002-2294-4462Affiliations:
- Istanbul Technical University, Earthquake Engineering and Disaster Management Institute, Turkey
According to our database1,
Gülsen Taskin Kaya
authored at least 51 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
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., 2024
Proceedings of the IGARSS 2024, 2024
2023
A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data.
IEEE Geosci. Remote. Sens. Lett., 2023
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities.
CoRR, 2023
CoRR, 2023
Estimate Deformation Capacity of Non-Ductile RC Shear Walls using Explainable Boosting Machine.
CoRR, 2023
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
Interpreting Hyperspectral Remote Sensing Image Classification Methods Via Explainable Artificial Intelligence.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls.
Neural Comput. Appl., 2022
An earthquake damage identification approach from VHR image using mathematical morphology and machine learning.
Neural Comput. Appl., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A Model Distillation Approach for Explaining Black-Box Models for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
A Novel GPR-Based Prediction Model for Cylic Backbone Curves of Reinforced Concrete Shear Walls.
CoRR, 2021
Glass-box model representation of seismic failure mode prediction for conventional RC shear walls.
CoRR, 2021
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE Trans. Image Process., 2019
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., 2019
Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis.
IEEE Geosci. Remote. Sens. Lett., 2019
Optimization of Graph Affinity Matrix with Heuristic Methods in Dimensionality Reduction of Hypespectral Images.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
Graph Optimized Locality Preserving Projection Via Heuristic Optimization Algorithms.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Attribute Profiles in Earthquake Damage Identification from Very High Resolution Post Event Image.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Multi-Output Regressions For Estimating Canola Biophysical Parameters From PolSAR Data.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019
2018
Using single-and multi-target regression to estimate biophysical parameters of crops.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Feature Selection Based on High Dimensional Model Representation for Hyperspectral Images.
IEEE Trans. Image Process., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
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., 2016
SVM parameter selection based on harmony search with an application to hyperspectral image classification.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
A comprehensive evaluation of feature selection algorithms in hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
A comprehensive analysis of twin support vector machines in remote sensing image classification.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Optimization of SVM parameters using High Dimensional Model Representation and its application to hyperspectral images.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Recursive feature selection based on non-parallel SVMs and its application to hyperspectral image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
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., 2013
2012
Feature selection by high dimensional model representation and its application to remote sensing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Support Vector Selection and Adaptation and Its Application to Earthquake Damage Assessment (Destek Vektör Seçimi ve Uyarlaması ve Deprem Hasar Tespit Uygulamaları)
PhD thesis, 2011
IEEE Trans. Geosci. Remote. Sens., 2011
2010
Spectral and spatial classification of earthquake images by support vector selection and adaptation.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009