Gülsen Taskin

17 papers C 7Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2024 C conf
A Sensitivity-Based Explainable Method For Remote Sensing Scene Classification.
IGARSS
Taraneh Saadati, Gülsen Taskin
2023 J jnl
A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Gülsen Taskin, Emrullah Fatih Yetkin, Gustau Camps-Valls
2023 J jnl
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities.
CoRR
Gülsen Taskin, Erchan Aptoula, Alp Ertürk
2023 J jnl
Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data.
IEEE Geosci. Remote. Sens. Lett.
Mehmet Furkan Celik, Mustafa Serkan Isik, Gülsen Taskin, Esra Erten, Gustau Camps-Valls
2023 C conf
Informative Earth Observation Variables for Cotton Yield Prediction Using Explainable Boosting Machine.
IGARSS
Mehmet Furkan Celik, Mustafa Serkan Isik, Esra Erten, Gülsen Taskin
2023 C conf
Interpreting Hyperspectral Remote Sensing Image Classification Methods Via Explainable Artificial Intelligence.
IGARSS
Deren Ege Turan, Erchan Aptoula, Alp Ertürk, Gülsen Taskin
2023 J jnl
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation.
CoRR
Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gülsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hänsch
2022 J jnl
A Feature Selection Method via Graph Embedding and Global Sensitivity Analysis.
IEEE Geosci. Remote. Sens. Lett.
Gülsen Taskin
2022 C conf
A Model Distillation Approach for Explaining Black-Box Models for Hyperspectral Image Classification.
IGARSS
Gülsen Taskin
2022 J jnl
An earthquake damage identification approach from VHR image using mathematical morphology and machine learning.
Neural Comput. Appl.
Enes Oguzhan Alatas, Gülsen Taskin
2022 J jnl
Graph Embedding via High Dimensional Model Representation for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Gülsen Taskin, Gustau Camps-Valls
2021 — conf
Change Detection with Manifold Embedding for Hyperspectral Images.
WHISPERS
Alp Ertürk, Gülsen Taskin
2021 J jnl
Graph Embedding via High Dimensional Model Representation for Hyperspectral Images.
CoRR
Gülsen Taskin, Gustau Camps-Valls
2021 C conf
The Added Value of Cycle-GAN for Agriculture Studies.
IGARSS
Ecre Sener, Emre Çolak, Esra Erten, Gülsen Taskin
2020 C conf
Manifold Learning with High Dimensional Model Representations.
IGARSS
Gülsen Taskin, Gustau Camps-Valls
2019 C conf
Attribute Profiles in Earthquake Damage Identification from Very High Resolution Post Event Image.
IGARSS
Enes Oguzhan Alatas, Gülsen Taskin
2015 — conf
A comprehensive analysis of twin support vector machines in remote sensing image classification.
SIU
Gülsen Taskin