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Erdal Özbay Assoc. Prof. Dr. Fırat Üniversitesi
Publication 18 Review 28 CrossRef Cited 45 TR Dizin Cited 19
18 Publication
28 Review
45 CrossRef Cited
19 TR Dizin Cited
0000-0002-9004-4802
57200273253

Research Fields

Image Processing

Institution

Fırat Üniversitesi

Popular Publications

Derin Öğrenme ve Sınıflandırma Yaklaşımları ile BT görüntülerinden Covid-19 Tespiti
Authors: Erdal Özbay , Feyza Altunbey Özbay
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.812810
CITED 6 FAVORITE 3 TOTAL DOWNLOAD COUNT 4132

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3

4132

MARTI OPTİMİZASYON ALGORİTMASININ KISITLI MÜHENDİSLİK TASARIM PROBLEMLERİ İÇİN PERFORMANS ANALİZİ
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2021 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.990708
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 1639

1

2

1639

FEATURE SELECTION METHOD WITH ATOM SEARCH OPTIMIZATION FOR DETECTION OF DIABETIC RETINOPATHY
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1021738
CITED 3 FAVORITE 2 TOTAL DOWNLOAD COUNT 1160

3

2

1160

Aggression Detection in Twitter Data Using Transformer‑Based Convolutional Neural Network Model
Authors: Erdal Özbay
Published: 2022 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.1061807
CITED 4 FAVORITE 2 TOTAL DOWNLOAD COUNT 1432

4

2

1432

Ses verilerinden cinsiyet tespiti için yeni bir yaklaşım: Optimizasyon yöntemleri ile özellik seçimi
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.938294
CITED 5 FAVORITE 2 TOTAL DOWNLOAD COUNT 1342

5

2

1342

Publications

Automated Mango Leaf Disease Identification with Improved Grey Wolf Optimizer in Hybrid MaxViT-Swin Transformer Model
Authors: Erdal Özbay , Feyza Altunbey Özbay , Farhad Soleımanıan Gharehchopogh
Published: 2026 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1857033
FAVORITE 1 TOTAL DOWNLOAD COUNT 245

1

245

EfficientNetB4 Based Classification of Mars Surface Images: Explainability Analysis with Transfer Learning, Data Augmentation and Grad-CAM
Authors: Ahmet Faruk Pala , Gülşah Karaduman , Erdal Özbay
Published: 2025 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1726149
FAVORITE 0 TOTAL DOWNLOAD COUNT 391

0

391

DIAGNOSIS OF PROSTATE CANCER WITH ENHANCED EFFICIENCY USING FINE-TUNED CNN AND TRANSFER LEARNING
Authors: Murat Sarıateş , Erdal Özbay
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1459277
FAVORITE 0 TOTAL DOWNLOAD COUNT 905

0

905

Derin Öğrenme ve Özellik Seçimi Yaklaşımları Kullanılarak Göz Hastalıkları Tespiti
Authors: Ahmet Ciran , Erdal Özbay
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1465929
FAVORITE 0 TOTAL DOWNLOAD COUNT 1442

0

1442

Detection of COVID-19 Anti-Vaccination from Twitter Data Using Deep Learning and Feature Selection Approaches
Authors: Serdar Ertem , Erdal Özbay
Published: 2024 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1443753
FAVORITE 0 TOTAL DOWNLOAD COUNT 744

0

744

An NCA-based Hybrid CNN Model for Classification of Alzheimer’s Disease on Grad-CAM-enhanced Brain MRI Images
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1212513
FAVORITE 1 TOTAL DOWNLOAD COUNT 2162

1

2162

Classification of Skin Cancer from Dermoscopic Images using Convolutional Neural Network Optimized with Particle Swarm Optimization Algorithm
Authors: Erdal Özbay , Feyza Altunbey Özbay
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1202580
FAVORITE 1 TOTAL DOWNLOAD COUNT 1527

1

1527

Chaotic Seahorse Optimization Algorithm
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1216396
FAVORITE 1 TOTAL DOWNLOAD COUNT 1252

1

1252

Disease Detection in Tomato Leaf Images by Deep Feature Combination Approach in Classification Problem
Authors: Serdar Ertem , Erdal Özbay
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1216380
FAVORITE 1 TOTAL DOWNLOAD COUNT 1730

1

1730

Classification of Maize Leaf Diseases by Fusion of Pre-Trained CNN Architectures
Authors: Ahmet Ciran , Erdal Özbay
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1216356
FAVORITE 1 TOTAL DOWNLOAD COUNT 1192

1

1192

Aggression Detection in Twitter Data Using Transformer‑Based Convolutional Neural Network Model
Authors: Erdal Özbay
Published: 2022 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.1061807
FAVORITE 2 TOTAL DOWNLOAD COUNT 1432

2

1432

Ses verilerinden cinsiyet tespiti için yeni bir yaklaşım: Optimizasyon yöntemleri ile özellik seçimi
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.938294
FAVORITE 2 TOTAL DOWNLOAD COUNT 1342

2

1342

CLASSIFICATION OF WHITE BLOOD CELLS USING CNN FOR THE DETECTION OF LEUCOCYTE
Authors: Mucella Özbay Karakuş , Erdal Özbay
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1069856
FAVORITE 1 TOTAL DOWNLOAD COUNT 2931

1

2931

FEATURE SELECTION METHOD WITH ATOM SEARCH OPTIMIZATION FOR DETECTION OF DIABETIC RETINOPATHY
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1021738
FAVORITE 2 TOTAL DOWNLOAD COUNT 1160

2

1160

MARTI OPTİMİZASYON ALGORİTMASININ KISITLI MÜHENDİSLİK TASARIM PROBLEMLERİ İÇİN PERFORMANS ANALİZİ
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2021 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.990708
FAVORITE 2 TOTAL DOWNLOAD COUNT 1639

2

1639

Derin Öğrenme ve Sınıflandırma Yaklaşımları ile BT görüntülerinden Covid-19 Tespiti
Authors: Erdal Özbay , Feyza Altunbey Özbay
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.812810
FAVORITE 3 TOTAL DOWNLOAD COUNT 4132

3

4132

Nokta Bulutları Üzerinden 3B Zernike Momentlerin Güçlü Bir Şekilde Hesaplanması
Authors: Erdal Özbay , Ahmet Çınar
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.533640
FAVORITE 1 TOTAL DOWNLOAD COUNT 1102

1

1102

A METRIC BASED NOVEL CLASSIFICATION APPROACH TO KINECT POINT CLOUD DATA
Authors: ERDAL Özbay , AHMET Çınar
Published: 2016 , Technological Applied Sciences
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 1279

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1279

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Technological Applied Sciences
Technological Applied Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Editorship
Current Trends in Computing
Current Trends in Computing
Section Editor
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Section Editor
Editorial Board Memberships
Current Trends in Computing
Current Trends in Computing
Journal of Agricultural Sciences
Journal of Agricultural Sciences

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Artificial Intelligence Theory and Applications
Artificial Intelligence Theory and Applications
Computer Science
Computer Science
Current Trends in Computing
Current Trends in Computing
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Engineering Perspective
Engineering Perspective
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
NATURENGS
NATURENGS
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

DIAGNOSIS OF PROSTATE CANCER WITH ENHANCED EFFICIENCY USING FINE-TUNED CNN AND TRANSFER LEARNING
Authors: Murat Sarıateş , Erdal Özbay
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1459277
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 905

1

0

905

Derin Öğrenme ve Özellik Seçimi Yaklaşımları Kullanılarak Göz Hastalıkları Tespiti
Authors: Ahmet Ciran , Erdal Özbay
Published: 2024 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1465929
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1442

3

0

1442

Detection of COVID-19 Anti-Vaccination from Twitter Data Using Deep Learning and Feature Selection Approaches
Authors: Serdar Ertem , Erdal Özbay
Published: 2024 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1443753
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 744

3

0

744

An NCA-based Hybrid CNN Model for Classification of Alzheimer’s Disease on Grad-CAM-enhanced Brain MRI Images
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1212513
CITED 13 FAVORITE 1 TOTAL DOWNLOAD COUNT 2162

13

1

2162

Classification of Skin Cancer from Dermoscopic Images using Convolutional Neural Network Optimized with Particle Swarm Optimization Algorithm
Authors: Erdal Özbay , Feyza Altunbey Özbay
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1202580
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1527

2

1

1527

Chaotic Seahorse Optimization Algorithm
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1216396
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1252

1

1

1252

Disease Detection in Tomato Leaf Images by Deep Feature Combination Approach in Classification Problem
Authors: Serdar Ertem , Erdal Özbay
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1216380
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1730

1

1

1730

Classification of Maize Leaf Diseases by Fusion of Pre-Trained CNN Architectures
Authors: Ahmet Ciran , Erdal Özbay
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1216356
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1192

1

1

1192

Aggression Detection in Twitter Data Using Transformer‑Based Convolutional Neural Network Model
Authors: Erdal Özbay
Published: 2022 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.1061807
CITED 4 FAVORITE 2 TOTAL DOWNLOAD COUNT 1432

4

2

1432

Ses verilerinden cinsiyet tespiti için yeni bir yaklaşım: Optimizasyon yöntemleri ile özellik seçimi
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.938294
CITED 5 FAVORITE 2 TOTAL DOWNLOAD COUNT 1342

5

2

1342

CLASSIFICATION OF WHITE BLOOD CELLS USING CNN FOR THE DETECTION OF LEUCOCYTE
Authors: Mucella Özbay Karakuş , Erdal Özbay
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1069856
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 2931

1

1

2931

FEATURE SELECTION METHOD WITH ATOM SEARCH OPTIMIZATION FOR DETECTION OF DIABETIC RETINOPATHY
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2022 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1021738
CITED 3 FAVORITE 2 TOTAL DOWNLOAD COUNT 1160

3

2

1160

MARTI OPTİMİZASYON ALGORİTMASININ KISITLI MÜHENDİSLİK TASARIM PROBLEMLERİ İÇİN PERFORMANS ANALİZİ
Authors: Feyza Altunbey Özbay , Erdal Özbay
Published: 2021 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.990708
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 1639

1

2

1639

Derin Öğrenme ve Sınıflandırma Yaklaşımları ile BT görüntülerinden Covid-19 Tespiti
Authors: Erdal Özbay , Feyza Altunbey Özbay
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.812810
CITED 6 FAVORITE 3 TOTAL DOWNLOAD COUNT 4132

6

3

4132

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods. : Click to get information about the DergiPark User Badge.