Gülsen Taskin

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

High Dimensional

Graph Embedding

Feature Selection

Mathematical Morphology

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Gülsen Taskin, Emrullah Fatih Yetkin, Gustau Camps-Valls
A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Mehmet Furkan Celik, Mustafa Serkan Isik, Gülsen Taskin, Esra Erten, Gustau Camps-Valls
Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Gülsen Taskin
A Model Distillation Approach for Explaining Black-Box Models for Hyperspectral Image Classification. IGARSS (2022)
Gülsen Taskin
A Feature Selection Method via Graph Embedding and Global Sensitivity Analysis. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Gülsen Taskin, Gustau Camps-Valls
Graph Embedding via High Dimensional Model Representation for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Enes Oguzhan Alatas, Gülsen Taskin
An earthquake damage identification approach from VHR image using mathematical morphology and machine learning. Neural Comput. Appl. 34 (21) (2022)
Ecre Sener, Emre Çolak, Esra Erten, Gülsen Taskin
The Added Value of Cycle-GAN for Agriculture Studies. IGARSS (2021)
Alp Ertürk, Gülsen Taskin
Change Detection with Manifold Embedding for Hyperspectral Images. WHISPERS (2021)
Gülsen Taskin, Gustau Camps-Valls
Graph Embedding via High Dimensional Model Representation for Hyperspectral Images. CoRR (2021)
Gülsen Taskin, Gustau Camps-Valls
Manifold Learning with High Dimensional Model Representations. IGARSS (2020)