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Selen Ayas

Observed names: S. AYAS, Selen AYAS
Observed institution: Karadeniz Technical University
ORCID: 0000-0002-8226-2359
Observed ORCID: 0000-0002-8226-2359
OpenAlex ID: A5069157674
Multiclass skin lesion classification in dermoscopic images using swin transformer model
2022 · Selen Ayas · Neural Computing and Applications · 104
SpectralSWIN: a spectral-swin transformer network for hyperspectral image classification
2022 · Selen Ayas, Esra Tunc-Gormus · International Journal of Remote Sensing · 64
Random forest-based tuberculosis bacteria classification in images of ZN-stained sputum smear samples
2014 · Selen Ayas, Murat Ekinci · Signal Image and Video Processing · 63
A novel bearing fault diagnosis method using deep residual learning network
2022 · Selen Ayas, Mustafa Sinasi Ayas · Multimedia Tools and Applications · 54
Single image super resolution using dictionary learning and sparse coding with multi-scale and multi-directional Gabor feature representation
2019 · Selen Ayas, Murat Ekinci · Information Sciences · 34
An Efficient Pan Sharpening via Texture Based Dictionary Learning and Sparse Representation
2018 · Selen Ayas, Esra Tunc Gormus, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 33
Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System
2022 · Mustafa Sinasi Ayas, Selen Ayas, et al. · International Conference on Telecommunications and Signal Processing (TSP) · 30
Wood construction damage detection and localization using deep convolutional neural network with transfer learning
2022 · Kemal Hacıefendioğlu, Selen Ayas, et al. · European Journal of Wood and Wood Products · 23
Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria
2015 · Selen Ayas, Hulya Dogan, et al. · Signal Processing and Communications Applications Conference (SIU) · 19
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models
2024 · Elif Baykal Kablan, Selen Ayas · Signal Image and Video Processing · 18
Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging
2024 · Elif Kanca, Selen Ayas, et al. · Medical & Biological Engineering & Computing · 15
Learning Hand-Crafted Features for K-NN based Skin Disease Classification
2022 · Elif Kanca, Selen Ayas · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA) · 15
A Hybrid CNN-LSTM Framework for Unsupervised Anomaly Detection in Water Distribution Plant
2023 · Ali Kivanc Sahin, Bora Cavdar, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 14
Single image super resolution based on sparse representation using discrete wavelet transform
2017 · Selen Ayas, Murat Ekinci · Multimedia Tools and Applications · 13
Microscopic image super resolution using deep convolutional neural networks
2019 · Selen Ayas, Murat Ekinci · Multimedia Tools and Applications · 12
Enhancing the adversarial robustness in medical image classification: exploring adversarial machine learning with vision transformers-based models
2024 · Elif Kanca Gulsoy, Selen Ayas, et al. · Neural Computing and Applications · 11
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis
2024 · Elif Baykal Kablan, Selen Ayas · Engineering Applications of Artificial Intelligence · 9
A modified densenet approach with nearmiss for anomaly detection in industrial control systems
2021 · Selen Ayas, Mustafa Sinasi Ayas · Multimedia Tools and Applications · 9
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification
2023 · Elif Kanca, Selen Ayas, et al. · Signal Processing and Communications Applications Conference (SIU) · 7
Automatic Estimation of Post-fire Compressive Strength Reduction of Masonry Structures Using Deep Convolutional Neural Network
2022 · Kemal Hacıefendioğlu, Ali Fuat Genç, et al. · Fire Technology · 7
A Novel Approach for Bi-Level Segmentation of Tuberculosis Bacilli Based on Meta-Heuristic Algorithms
2018 · S. AYAS, H. DOGAN, et al. · Advances in Electrical and Computer Engineering · 7
Auto-focusing with multi focus color image fusion based on curvelet transform on microscopic imaging
2015 · Hulya Dogan, Selen Ayas, et al. · National Conference on Electrical and Electronics Engineering (ELECO) · 7
Image forgery detection based on Colour SIFT
2015 · Beste Ustubioglu, Selen Ayas, et al. · Signal Processing and Communications Applications Conference (SIU) · 6
Detecting cyberattacks based on deep neural network approaches in industrial control systems
2025 · Selen Ayas, Mustafa Sinasi Ayas, et al. · Journal of Information Security and Applications · 5
Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model
2023 · Büşra Özgenç, Selen Ayas, et al. · Signal Processing and Communications Applications Conference (SIU) · 5
Works count: 54
Citation count: 612
H-index: 13
I10-index: 16
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