| 2021 | IGARSS | Feature Selection Using Self Organizing Map Oriented Evolutionary Approach. | Oguzhan Ceylan, Glsen Taskin Kaya |
| 2019 | IGARSS | Graph Optimized Locality Preserving Projection Via Heuristic Optimization Algorithms. | Oguzhan Ceylan, Glsen Taskin Kaya |
| 2018 | IGARSS | Active Manifold Learning for Hyperspectral Image Classification. | Zhou Zhang, Glsen Taskin Kaya, Melba M. Crawford |
| 2018 | IGARSS | Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops. | Esra Erten, Glsen Taskin Kaya, Juan M. Lopez-Sanchez |
| 2017 | IGARSS | Extending out-of-sample manifold learning via meta-modelling techniques. | Glsen Taskin Kaya, Melba M. Crawford |
| 2016 | IGARSS | A comprehensive evaluation of feature selection algorithms in hyperspectral image classification. | Hamed G. Vijouyeh, Glsen Taskin Kaya |
| 2016 | IGARSS | A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification. | Oguzhan Ceylan, Glsen Taskin Kaya |
| 2015 | IGARSS | A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification. | Glsen Taskin Kaya, Hseyin Kaya, Lorenzo Bruzzone |
| 2015 | IGARSS | CO-POLAR SAR data classification as a tool for real time paddy-rice monitoring. | Caglar Kucuk, Glsen Taskin Kaya, Esra Erten |
| 2014 | IGARSS | Recursive feature selection based on non-parallel SVMs and its application to hyperspectral image classification. | Glsen Taskin Kaya, Yucel Torun, Caglar Kucuk |
| 2014 | IGARSS | Remote sensing image classification by non-parallel SVMs. | Caglar Kucuk, Yucel Torun, Glsen Taskin Kaya |
| 2012 | IGARSS | Feature selection by high dimensional model representation and its application to remote sensing. | Glsen Taskin Kaya, Hseyin Kaya, Okan K. Ersoy |
| 2010 | IGARSS | Hybrid SVM and SVSA method for classification of remote sensing images. | Glsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak |
| 2009 | IGARSS | Support Vector Selection and Adaptation for Classification of Earthquake Images. | Glsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak |