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Ferdi Doğan Asst. Prof. Dr. ADIYAMAN ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Publication 9 Review 40 CrossRef Cited 47 TR Dizin Cited 20
9 Publication
40 Review
47 CrossRef Cited
20 TR Dizin Cited
0000-0002-9203-697X
57881292600

Research Fields

Digital Health Image Processing Networking and Communications Human-Computer Interaction Machine Learning Deep Learning System and Network Security Computing Applications in Health Big Data Artificial Intelligence Evolutionary Computation Computer System Software Computer Software Biomedical Imaging Embedded Systems

Institution

ADIYAMAN ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ

Popular Publications

Derin Öğrenme Modelleri ve Uygulama Alanlarına İlişkin Bir Derleme
Authors: Ferdi Doğan , İbrahim Türkoğlu
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.411130
CITED 44 FAVORITE 5 TOTAL DOWNLOAD COUNT 63894

44

5

63894

Classification of Solar Cells EL Images with Different Busbars Via Deep Learning Models
Authors: Miktat Aktaş , Ferdi Doğan , İbrahim Türkoğlu
Published: 2024 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1463788
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 5648

1

2

5648

Classification of Skin Diseases with Different Deep Learning Models and Comparison of the Performances of the Models
Authors: Ferdi Doğan , Miktat Aktaş , Mehmet İsmail Gürsoy
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1502471
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 4635

2

1

4635

A Pre-Processed Visual Transformer Based Approach for Plant Disease Detection
Authors: Ferdi Doğan
Published: 2026 ,
DOI: 10.54525/bbmd.1640557
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 612

0

1

612

Detection of Cell Damage and Types in Solar Panels: A Comprehensive Review
Authors: Ferdi Doğan , Miktat Aktaş , Nevzat Olgun , Mücahit Çalışan , İbrahim Türkoğlu
Published: 2026 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1704433
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 402

0

1

402

Publications

A Hybrid CNN–LSTM Model with Attention Mechanism for Photovoltaic Power Estimation
Authors: Musab Coskun , Onur Polat , Ferdi Doğan , Miktat Aktaş
Published: 2026 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 248

1

248

Deep Learning and Explainable AI for Email Phishing Classification: A Comparative Study of TabNet, NODE and FT-Transformer Models
Authors: Burçak Asal , Saadin Oyucu , Ferdi Doğan , Onur Polat , Ahmet Aksöz
Published: 2026 , Journal of Polytechnic
DOI: 10.2339/politeknik.1745083
FAVORITE 1 TOTAL DOWNLOAD COUNT 491

1

491

Detection of Cell Damage and Types in Solar Panels: A Comprehensive Review
Authors: Ferdi Doğan , Miktat Aktaş , Nevzat Olgun , Mücahit Çalışan , İbrahim Türkoğlu
Published: 2026 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1704433
FAVORITE 1 TOTAL DOWNLOAD COUNT 402

1

402

A Pre-Processed Visual Transformer Based Approach for Plant Disease Detection
Authors: Ferdi Doğan
Published: 2026 ,
DOI: 10.54525/bbmd.1640557
FAVORITE 1 TOTAL DOWNLOAD COUNT 612

1

612

Classification of Skin Diseases with Different Deep Learning Models and Comparison of the Performances of the Models
Authors: Ferdi Doğan , Miktat Aktaş , Mehmet İsmail Gürsoy
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1502471
FAVORITE 1 TOTAL DOWNLOAD COUNT 4635

1

4635

Classification of Solar Cells EL Images with Different Busbars Via Deep Learning Models
Authors: Miktat Aktaş , Ferdi Doğan , İbrahim Türkoğlu
Published: 2024 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1463788
FAVORITE 2 TOTAL DOWNLOAD COUNT 5648

2

5648

Derin Öğrenme Modelleri ve Uygulama Alanlarına İlişkin Bir Derleme
Authors: Ferdi Doğan , İbrahim Türkoğlu
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.411130
FAVORITE 5 TOTAL DOWNLOAD COUNT 63894

5

63894

The Comparison Of Leaf Classification Performance Of Deep Learning Algorithms
Authors: Ferdi Doğan , İbrahim Türkoğlu
Published: 2018 , Sakarya University Journal of Computer and Information Sciences
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 32855

1

32855

A new steganography approach for digital images
Authors: Ferdi Doğan , Resul Daş, İbrahim Türkoğlu
Published: 2016 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 15602

1

15602

Articles published in
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Journal of Polytechnic
Journal of Polytechnic
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Editorial Board Memberships
Digital Healthcare Innovation and Technologies
Digital Healthcare Innovation and Technologies

Reviews

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bitlis Eren University Journal of Science and Technology
Bitlis Eren University Journal of Science and Technology
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
El-Cezeri
El-Cezeri
EMO Bilimsel Dergi
EMO Bilimsel Dergi
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Polytechnic
Journal of Polytechnic
Journal of Sustainable Engineering Applications and Technological Developments
Journal of Sustainable Engineering Applications and Technological Developments
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
Pamukkale University Journal of Social Sciences Institute
Pamukkale University Journal of Social Sciences Institute
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences
The Black Sea Journal of Sciences
The Black Sea Journal of Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

Classification of Skin Diseases with Different Deep Learning Models and Comparison of the Performances of the Models
Authors: Ferdi Doğan , Miktat Aktaş , Mehmet İsmail Gürsoy
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1502471
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 4635

2

1

4635

Classification of Solar Cells EL Images with Different Busbars Via Deep Learning Models
Authors: Miktat Aktaş , Ferdi Doğan , İbrahim Türkoğlu
Published: 2024 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1463788
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 5648

1

2

5648

Derin Öğrenme Modelleri ve Uygulama Alanlarına İlişkin Bir Derleme
Authors: Ferdi Doğan , İbrahim Türkoğlu
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.411130
CITED 44 FAVORITE 5 TOTAL DOWNLOAD COUNT 63894

44

5

63894

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