Erhan Akın profile image
Erhan Akın Prof. Dr. FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ
Publication 34 Review 6 CrossRef Cited 93 TR Dizin Cited 32
34 Publication
6 Review
93 CrossRef Cited
32 TR Dizin Cited
0000-0001-6476-9255
7005036640

Research Fields

Machine Vision Electrical Machines and Drives

Institution

FIRAT ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ

Popular Publications

A New Approach for Background Subraction Based Moving Object Detection and Counting in Industrial System
Authors: Mehmet Karaköse , Mehmet Baygın, İlhan Aydın , Alişan Sarımaden, Erhan Akın
Published: 2016 , Mus Alparslan University Journal of Science
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2266

0

1

2266

Automated Billing Process for Marketplace Orders with RPA
Authors: Hediye Bıyık , Erhan Akın
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1492486
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1413

1

1

1413

Publications

Defect Classification in Garment Pattern Images Using a Hu Moment and CNN-Based Hybrid Model
Authors: Ethem Sefa Küçükyilmaz , Erhan Akın , Alper Diktaş
Published: 2026 , The Black Sea Journal of Sciences
DOI: 10.31466/kfbd.1727104
FAVORITE 0 TOTAL DOWNLOAD COUNT 79

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79

Handwritten Digit Classification with a Hybrid Model Combining Traditional Image Processing and Deep Learning
Authors: Ethem Sefa Küçükyilmaz , Erhan Akın
Published: 2026 , Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
DOI: 10.21605/cukurovaumfd.1670508
FAVORITE 0 TOTAL DOWNLOAD COUNT 338

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338

A Flood Segmentation Model Enhanced by Residual Squeeze-and-Excitation (R-SE) Blocks
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2026 , Academic Platform Journal of Engineering and Smart Systems
DOI: 10.21541/apjess.1715068
FAVORITE 0 TOTAL DOWNLOAD COUNT 508

0

508

Investigation of Geometric Invariance Properties of Hu Moments for Image Processing Applications
Authors: Ethem Sefa Küçükyilmaz , Erhan Akın
Published: 2025 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1670505
FAVORITE 0 TOTAL DOWNLOAD COUNT 1392

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1392

HU MOMENTLERI İLE GÖRÜNTÜ İŞLEME TABANLI GÖMLEK BOYUT TESPITI
Authors: Ethem Sefa Küçükyilmaz , Erhan Akın
Published: 2025 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1681084
FAVORITE 0 TOTAL DOWNLOAD COUNT 487

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487

A Stable Two-Stage Approach for Detection and Classification of Rail Surface Defects Using Fuzzy Modeling and CNN-BILSTM Network
Authors: İlhan Aydın , Mehmet Sevi , Erhan Akın
Published: 2025 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1719591
FAVORITE 0 TOTAL DOWNLOAD COUNT 438

0

438

Identification and Classification of Imbalance Faults in Induction Motors Using Surrogate Models
Authors: Özgür Aydın , Erhan Akın
Published: 2025 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1613491
FAVORITE 0 TOTAL DOWNLOAD COUNT 915

0

915

Automated Billing Process for Marketplace Orders with RPA
Authors: Hediye Bıyık , Erhan Akın
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1492486
FAVORITE 1 TOTAL DOWNLOAD COUNT 1413

1

1413

Ensemble Learning Based Advanced Segmentation Method for Detecting Defects on Steel Surfaces
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1488738
FAVORITE 0 TOTAL DOWNLOAD COUNT 627

0

627

Diagnosis of Permanent Magnet Assisted Synchronous Reluctance Motor Winding Fault by Convolutional Neural Network
Authors: Ayse Bayrak , Canan Taştimur , Erhan Akın
Published: 2024 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1463429
FAVORITE 0 TOTAL DOWNLOAD COUNT 596

0

596

Deep Learning Approaches and Motor Current Signature Analysis in Detection of Broken Rotor Bar Faults
Authors: Özgür Aydın , Erhan Akın
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1487442
FAVORITE 0 TOTAL DOWNLOAD COUNT 1925

0

1925

Classification of Steel Surface Defects Using Bilinear CNN
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1323339
FAVORITE 0 TOTAL DOWNLOAD COUNT 855

0

855

Derin Evrişimsel Sinir Ağ Mimarisi ve Zaman Frekans Gösterimini Kullanılarak Büyük Güçlü Motor Arızalarının Tespiti
Authors: İlhan Aydın , Emrullah Aydın , Erhan Akın , Seyfullah Kaner
Published: 2024 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 649

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649

A New Digital Twin-Based Fault Diagnosis Approach Using Parameter Estimation and Information Entropy
Authors: İlhan Aydın , Emrullah Aydın , Erhan Akın
Published: 2023 , Computer Science
DOI: 10.53070/bbd.1347156
FAVORITE 0 TOTAL DOWNLOAD COUNT 833

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833

A Hybrid Classification Approach for Fasteners Based on Transfer Learning with Fine-Tuning and Deep Features
Authors: Canan Taştimur , Erhan Akın
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1317713
FAVORITE 0 TOTAL DOWNLOAD COUNT 896

0

896

Anomaly Detection in Yarn Tension Signal Using Independent Component Analysis
Authors: Canan Taştimur , Mehmet Ağrikli , Erhan Akın
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1167125
FAVORITE 0 TOTAL DOWNLOAD COUNT 958

0

958

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors: Mehmet Sevi , İlhan Aydın , Erhan Akın
Published: 2023 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1205483
FAVORITE 0 TOTAL DOWNLOAD COUNT 1205

0

1205

Evaluation of Patent Maturity of University Patents in Terms of Business Readiness Level (BRL) Scale
Authors: İfakat Senanur Aşan , Erhan Akın
Published: 2023 , Firat University Journal of Social Sciences
DOI: 10.18069/firatsbed.1174986
FAVORITE 0 TOTAL DOWNLOAD COUNT 868

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868

Çelik Yüzeylerdeki Kusurların Tespiti için Derin Öğrenme Tabanlı Gömülü Sistem Tasarımı
Authors: Emre Güçlü , İlhan Aydın , Taha Kubilay Şener , Erhan Akın
Published: 2022 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2178

0

2178

Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors: Gülşah Karaduman , Erhan Akın , Berkan Binay , Miraç Dilekli
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1114665
FAVORITE 0 TOTAL DOWNLOAD COUNT 1044

0

1044

Mask R-CNN Algoritmasını Kullanarak Demiryolu Travers Eksikliklerinin Tespiti İçin Otonom İHA Tasarımı
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1039995
FAVORITE 0 TOTAL DOWNLOAD COUNT 1284

0

1284

Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1015962
FAVORITE 0 TOTAL DOWNLOAD COUNT 936

0

936

Demiryolu Bağlantı Elemanları için Anahtar Noktalar ve Görsel Kelime Çantası Tabanlı Kusur Tespit Yöntemi
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2021 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.894102
FAVORITE 0 TOTAL DOWNLOAD COUNT 937

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937

Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors: Emre Güçlü , İlhan Aydın , Kadir Şahbaz, Erhan Akın , Mehmet Karaköse
Published: 2021 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.939830
FAVORITE 0 TOTAL DOWNLOAD COUNT 1414

0

1414

Adaptive Arc Detection Based Image Segmentation in Pantograph Catenary Systems
Authors: Mehmet Karaköse , Orhan Yaman , İlhan Aydın , Erhan Akın
Published: 2017 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2357

0

2357

Pantograf-Katener Sistemler için Bulanık Mantık Tabanlı Belirlenen Pantograf Modeli Kullanılarak Ark Tespiti Yaklaşımı
Authors: Orhan Yaman , Ebru Karaköse, İlhan Aydın , Mehmet Karaköse , Erhan Akın
Published: 2017 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.327098
FAVORITE 0 TOTAL DOWNLOAD COUNT 4519

0

4519

Real time implementation for fault diagnosis and condition monitoring approach using image processing in railway switches
Authors: Mehmet Karaköse , Orhan Yaman , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270627
FAVORITE 0 TOTAL DOWNLOAD COUNT 1954

0

1954

A Fast and Adaptive Road Defect Detection Approach Using Computer Vision with Real Time Implementation
Authors: Büşra Akarsu , Mehmet Karaköse , Koray Parlak, Erhan Akın , Alişan Sarımaden
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270546
FAVORITE 0 TOTAL DOWNLOAD COUNT 4436

0

4436

A New Approach for Background Subraction Based Moving Object Detection and Counting in Industrial System
Authors: Mehmet Karaköse , Mehmet Baygın, İlhan Aydın , Alişan Sarımaden, Erhan Akın
Published: 2016 , Mus Alparslan University Journal of Science
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2266

1

2266

Learning Based Experimental Approach For Condition Monitoring Using Laser Cameras In Railway Tracks
Authors: Yunus Santur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270656
FAVORITE 0 TOTAL DOWNLOAD COUNT 2184

0

2184

A Vision Based Condition Monitoring Approach for Rail Switch and Level Crossing using Hierarchical SVM in Railways
Authors: Canan Taştimur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270634
FAVORITE 0 TOTAL DOWNLOAD COUNT 3495

0

3495

Eş zamanlı Arıza Teşhisi için FPGA Tabanlı Akıllı Durum İzleme Yöntemlerinin Geliştirilmesi / Development of FPGA Based Intelligent Condition Monitoring Methods for Synchronously Fault Diagnosis
Authors: İlhan Aydın , Mehmet Karaköse , Erhan Akın
Published: 2012 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1504

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1504

A NEW APPROACH TO STREAM CIPHER: UNSYSTEMATIC CIPHER
Authors: Oğuzhan Taş , Bilal Alataş , Erhan Akın
Published: 2011 , IU-Journal of Electrical & Electronics Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1263

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1263

ASENKRON MOTORUN VEKTÖR KONTROLÜNDE HOPF ÇATALLAŞMASI VE KAOS
Authors: Bedri Özer , Erhan Akın
Published: 2004 , Fırat Üniversitesi Doğu Araştırmaları Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 477

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477

Articles published in
Academic Platform Journal of Engineering and Smart Systems
Academic Platform Journal of Engineering and Smart Systems
Computer Science
Computer Science
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Demiryolu Mühendisliği
Demiryolu Mühendisliği
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat Üniversitesi Doğu Araştırmaları Dergisi
Fırat Üniversitesi Doğu Araştırmaları Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Social Sciences
Firat University Journal of Social Sciences
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
IU-Journal of Electrical & Electronics Engineering
IU-Journal of Electrical & Electronics Engineering
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Sakarya University Journal of Science
Sakarya University Journal of Science
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
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Section Editor
Editorial Board Memberships
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri 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
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Reviews

Demiryolu Mühendisliği
Demiryolu Mühendisliği
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences

Publications

Automated Billing Process for Marketplace Orders with RPA
Authors: Hediye Bıyık , Erhan Akın
Published: 2025 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1492486
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1413

1

1

1413

Ensemble Learning Based Advanced Segmentation Method for Detecting Defects on Steel Surfaces
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1488738
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 627

2

0

627

Diagnosis of Permanent Magnet Assisted Synchronous Reluctance Motor Winding Fault by Convolutional Neural Network
Authors: Ayse Bayrak , Canan Taştimur , Erhan Akın
Published: 2024 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1463429
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 596

1

0

596

Deep Learning Approaches and Motor Current Signature Analysis in Detection of Broken Rotor Bar Faults
Authors: Özgür Aydın , Erhan Akın
Published: 2024 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1487442
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1925

1

0

1925

Classification of Steel Surface Defects Using Bilinear CNN
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1323339
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 855

2

0

855

Anomaly Detection in Yarn Tension Signal Using Independent Component Analysis
Authors: Canan Taştimur , Mehmet Ağrikli , Erhan Akın
Published: 2023 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1167125
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 958

1

0

958

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors: Mehmet Sevi , İlhan Aydın , Erhan Akın
Published: 2023 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1205483
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1205

5

0

1205

Evaluation of Patent Maturity of University Patents in Terms of Business Readiness Level (BRL) Scale
Authors: İfakat Senanur Aşan , Erhan Akın
Published: 2023 , Firat University Journal of Social Sciences
DOI: 10.18069/firatsbed.1174986
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 868

1

0

868

Detection of Insulator Faults in Catenary Systems with Deep Learning
Authors: Gülşah Karaduman , Erhan Akın , Berkan Binay , Miraç Dilekli
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1114665
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1044

3

0

1044

Mask R-CNN Algoritmasını Kullanarak Demiryolu Travers Eksikliklerinin Tespiti İçin Otonom İHA Tasarımı
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1039995
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1284

3

0

1284

Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2022 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.1015962
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 936

2

0

936

Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors: Emre Güçlü , İlhan Aydın , Kadir Şahbaz, Erhan Akın , Mehmet Karaköse
Published: 2021 , Demiryolu Mühendisliği
DOI: 10.47072/demiryolu.939830
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1414

9

0

1414

Pantograf-Katener Sistemler için Bulanık Mantık Tabanlı Belirlenen Pantograf Modeli Kullanılarak Ark Tespiti Yaklaşımı
Authors: Orhan Yaman , Ebru Karaköse, İlhan Aydın , Mehmet Karaköse , Erhan Akın
Published: 2017 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.327098
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 4519

2

0

4519

Real time implementation for fault diagnosis and condition monitoring approach using image processing in railway switches
Authors: Mehmet Karaköse , Orhan Yaman , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270627
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1954

5

0

1954

A Fast and Adaptive Road Defect Detection Approach Using Computer Vision with Real Time Implementation
Authors: Büşra Akarsu , Mehmet Karaköse , Koray Parlak, Erhan Akın , Alişan Sarımaden
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270546
CITED 21 FAVORITE 0 TOTAL DOWNLOAD COUNT 4436

21

0

4436

Learning Based Experimental Approach For Condition Monitoring Using Laser Cameras In Railway Tracks
Authors: Yunus Santur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270656
CITED 14 FAVORITE 0 TOTAL DOWNLOAD COUNT 2184

14

0

2184

A Vision Based Condition Monitoring Approach for Rail Switch and Level Crossing using Hierarchical SVM in Railways
Authors: Canan Taştimur , Mehmet Karaköse , Erhan Akın
Published: 2016 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.270634
CITED 20 FAVORITE 0 TOTAL DOWNLOAD COUNT 3495

20

0

3495

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.