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Erdal ÖZBAY
Erdal ÖZBAY
Associate Professor of Computer Science at the Fırat University
Verified email at firat.edu.tr
Title
Cited by
Cited by
Year
An active deep learning method for diabetic retinopathy detection in segmented fundus images using artificial bee colony algorithm
E Özbay
Artificial Intelligence Review 56 (4), 3291-3318, 2023
1132023
Image classification with caffe deep learning framework
E Cengil, A Çınar, E Özbay
2017 International Conference on Computer Science and Engineering (UBMK …, 2017
702017
Interpretable features fusion with precision MRI images deep hashing for brain tumor detection
E Özbay, F Altunbey Özbay
Computer Methods and Programs in Biomedicine 231, 107387, 2023
432023
Kidney tumor classification on CT images using self-supervised learning
E Özbay, FA Özbay, FS Gharehchopogh
Computers in Biology and Medicine 176, 108554, 2024
392024
Interpretable pap-smear image retrieval for cervical cancer detection with rotation invariance mask generation deep hashing
E Özbay, F AltunbeyÖzbay
Computers in Biology and Medicine 154, 106574, 2023
392023
An Improved Artificial Rabbits Optimization Algorithm with Chaotic Local Search and Opposition-Based Learning for Engineering Problems and Its Applications in Breast Cancer Problem
FA Özbay, E Özbay, FS Gharehchopogh
Computer Modeling in Engineering & Sciences 141 (2), 1067-1110, 2024
352024
Visualization and Classification of Mushroom Species with Multi-feature Fusion of Metaheuristics-based Convolutional Neural Network Model
E Özbay, FA Özbay, FS Gharehchopogh
Applied Soft Computing 164, 111936, 2024
312024
Brain tumor detection with mRMR-based multimodal fusion of deep learning from MR images using Grad-CAM
FA Özbay, E Özbay
Iran Journal of Computer Science 6 (3), 245-259, 2023
292023
A voxelize structured refinement method for registration of point clouds from Kinect sensors
E Özbay, A Çınar
Engineering Science and Technology, an International Journal 22 (2), 555-568, 2019
282019
A new approach for gender detection from voice data: Feature selection with optimization methods
F AltunbeyÖzbay, E Özbay
Journal of the Faculty of Engineering and Architecture of Gazi University 38 …, 2023
22*2023
A hybrid method for skeleton extraction on Kinect sensor data: Combination of L1-Median and Laplacian shrinking algorithms
E Özbay, A Çınar, Z Güler
Measurement 125, 535-544, 2018
222018
3D Reconstruction Technique with Kinect and Point Cloud Computing
E Özbay, A Çınar
WCIT-2012 3, 1748-1754, 2013
212013
Multifeature Fusion Method with Metaheuristic Optimization for Automated Voice Pathology Detection
E Özbay, FA Özbay, N Khodadadi, FS Gharehchopogh, S Mirjalili
Journal of Voice, 1-19, 2024
192024
A Comparative Study of Object Classification Methods Using 3D Zernike Moment on 3D Point Clouds
E Özbay, A Çınar
Traitement Du Signal 36 (6), 549-555, 2019
192019
An NCA-based Hybrid CNN Model for Classification of Alzheimer’s Disease on Grad-CAM-enhanced Brain MRI Images
F AltunbeyÖzbay, E Özbay
Turkish Journal of Science and Technology 18 (1), 139-155, 2023
182023
3D Human Activity Classification with 3D Zernike Moment Based Convolutional, LSTM-Deep Neural Networks
E Özbay, A Çınar, F AltunbeyÖzbay
Traitement Du Signal 38 (2), 269-280, 2021
152021
A Classifier Model Using Fine-Tuned Convolutional Neural Network and Transfer Learning Approaches for Prostate Cancer Detection
M Sarıateş, E Özbay
Applied Sciences 15 (1), 225, 2025
142025
A CNN Framework for Classification of Melanoma and Benign Lesions on Dermatoscopic Skin Images
E Özbay, F AltunbeyÖzbay
International Journal of Advanced Networking and Applications 13 (2), 4874-4883, 2021
142021
Derin Öğrenme ve Sınıflandırma Yaklaşımları ile BT görüntülerinden Covid-19 Tespiti
E Özbay, FA Özbay
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi 12 (2), 211-219, 2021
132021
Classification of satellite images for ecology management using deep features obtained from convolutional neural network models
E Özbay, M Yıldırım
Iran Journal of Computer Science 6 (3), 185-193, 2023
122023
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Articles 1–20