Researchers İlhan Aydın
İlhan Aydın profile image
İlhan Aydın Prof. Dr. FIRAT ÜNİVERSİTESİ
Publication 25 Review 22 CrossRef Cited 22 TR Dizin Cited 17
25 Publication
22 Review
22 CrossRef Cited
17 TR Dizin Cited
0000-0001-6880-4935

Research Fields

Information and Computing Sciences

Institution

FIRAT ÜNİVERSİTESİ

Publications

Classification of Steel Surface Defects Using Bilinear CNN
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2024 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.1323339
FAVORITE 0 TOTAL DOWNLOAD COUNT 62

0

62

REAL-TIME SEGMENTATION OF RAIL IMAGES WITH CONVOLUTIONAL NEURAL NETWORKS FOR UAV BASED RAIL INSPECTION
Authors: Selçuk Sinan Kırat , İlhan Aydın
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1367644
FAVORITE 0 TOTAL DOWNLOAD COUNT 142

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142

Comparative Analysis of Deep Learning-Based Methods for Making Sense of Railway and Its Environment
Authors: İlhan Aydın , Taha Kubilay Şener , Mehmet Sevi
Published: 2024 , Railway Engineering
DOI: 10.47072/demiryolu.1336812
FAVORITE 0 TOTAL DOWNLOAD COUNT 213

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213

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 96

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96

Detection of Foreign Objects Around the Railway Line with YOLOv8
Authors: Mehmet Sevi , İlhan Aydın
Published: 2023 , Computer Science
DOI: 10.53070/bbd.1346317
FAVORITE 0 TOTAL DOWNLOAD COUNT 331

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331

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 82

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82

Rail Defect Detection with Explainable Artificial Intelligence Based Unsupervised Learning
Authors: Selçuk Sinan Kırat , İlhan Aydın
Published: 2023 , Railway Engineering
DOI: 10.47072/demiryolu.1231751
FAVORITE 0 TOTAL DOWNLOAD COUNT 420

0

420

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors: Mehmet Sevi , İlhan Aydın , Erhan Akın
Published: 2023 , Railway Engineering
DOI: 10.47072/demiryolu.1205483
FAVORITE 0 TOTAL DOWNLOAD COUNT 596

0

596

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 686

0

686

Classification of Railway Fasteners by Deep Learning Methods
Authors: Mehmet Sevi , İlhan Aydın , Mehmet Karaköse
Published: 2022 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1029905
FAVORITE 0 TOTAL DOWNLOAD COUNT 594

0

594

A Novel Sentiment Classification Model Based on Deep Feature Extraction for Turkish Tweets
Authors: Mehmet Umut Salur , İlhan Aydın
Published: 2022 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.753886
FAVORITE 0 TOTAL DOWNLOAD COUNT 964

0

964

Mask R-CNN Algoritmasını Kullanarak Demiryolu Travers Eksikliklerinin Tespiti İçin Otonom İHA Tasarımı
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2022 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.1039995
FAVORITE 0 TOTAL DOWNLOAD COUNT 773

0

773

Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2022 , Railway Engineering
DOI: 10.47072/demiryolu.1015962
FAVORITE 0 TOTAL DOWNLOAD COUNT 457

0

457

Cloud based bearing fault diagnosis of induction motors
Authors: Aydil Bapir , İlhan Aydın
Published: 2021 , Computer Science
DOI: 10.53070/bbd.990814
FAVORITE 0 TOTAL DOWNLOAD COUNT 324

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324

Demiryolu Bağlantı Elemanları için Anahtar Noktalar ve Görsel Kelime Çantası Tabanlı Kusur Tespit Yöntemi
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2021 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.894102
FAVORITE 0 TOTAL DOWNLOAD COUNT 467

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467

Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors: Emre Güçlü , İlhan Aydın , Kadir Şahbaz, Erhan Akın , Mehmet Karaköse
Published: 2021 , Railway Engineering
DOI: 10.47072/demiryolu.939830
FAVORITE 0 TOTAL DOWNLOAD COUNT 811

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811

Hesapsal Zekâ Yöntemleri ile İnsansız Hava Araçları için Rota Planlaması
Authors: İlhan Aydın , Gökhan Altun
Published: 2021 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.860192
FAVORITE 0 TOTAL DOWNLOAD COUNT 1873

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1873

İnsan Hareketlerinin Tanınması için Parçacık Sürü Optimizasyonu Tabanlı Topluluk Sınıflandırıcı Yöntemi
Authors: İlhan Aydın , Büşran Aşıcı
Published: 2020 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.671403
FAVORITE 0 TOTAL DOWNLOAD COUNT 838

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838

Gömülü Derin Öğrenme ile Tehdit İçeren Nesnelerin Gerçek Zamanda Tespiti
Authors: Mehmet Umut Salur , İlhan Aydın , Mehmet Karaköse
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.492433
FAVORITE 0 TOTAL DOWNLOAD COUNT 2209

0

2209

Motor Nöron Yetilerini Kaybetmiş Bireylerin İletişimi için SSVEP Tabanlı Beyin Bilgisayar Arayüzü Geliştirilmesi
Authors: Ayşe Beyza Gökbulut, Hasan Yetiş , Mehmet Karaköse , İlhan Aydın
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.403130
FAVORITE 0 TOTAL DOWNLOAD COUNT 2063

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2063

Duygu Analizi için Çoklu Populasyon Tabanlı Parçacık Sürü Optimizasyonu
Authors: İlhan Aydın , Mehmet Umut Salur , Fatma Başkaya
Published: 2018 , TBV Journal of Computer Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1848

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1848

Üniversitelerin Paylaştığı Twitter Mesajlarının İnsanlara Erişiminin Bulanık Birliktelik Kuralları ile Değerlendirilmesi
Authors: Mehmet Umut Salur , İlhan Aydın
Published: 2017 , Harran University Journal of Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1317

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1317

Adaptive Arc Detection Based Image Segmentation in Pantograph Catenary Systems
Authors: Mehmet Karaköse , Orhan Yaman , İlhan Aydın , Erhan Akın
Published: 2017 , TBV Journal of Computer Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1762

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1762

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 3884

0

3884

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 0 TOTAL DOWNLOAD COUNT 1723

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1723

Articles published in
Computer Science
Computer Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
EMO Bilimsel Dergi
EMO Bilimsel Dergi
European Journal of Science and Technology
European Journal of Science and Technology
Fırat University Journal of Engineering Science
Fırat University Journal of Engineering Science
Harran University Journal of Engineering
Harran University Journal of 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
Railway Engineering
Railway Engineering
Sakarya University Journal of Science
Sakarya University Journal of Science
TBV Journal of Computer Science and Engineering
TBV Journal of Computer Science and Engineering
Editorship
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Muş Alparslan Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Section Editor
Turkish Journal of Earthquake Research
Turkish Journal of Earthquake Research
Section Editor

Reviews

Academic Platform - Journal of Engineering and Science
Academic Platform - Journal of Engineering and Science
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Fırat University Journal of Engineering Science
Fırat University Journal of Engineering Science
Gazi University Journal of Science
Gazi University Journal of Science
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Information Technologies
Journal of Information Technologies
Journal of Intelligent Transportation Systems and Applications
Journal of Intelligent Transportation Systems and Applications
Railway Engineering
Railway Engineering
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
TBV Journal of Computer Science and Engineering
TBV Journal of Computer Science and Engineering

Publications

Rail Defect Detection with Explainable Artificial Intelligence Based Unsupervised Learning
Authors: Selçuk Sinan Kırat , İlhan Aydın
Published: 2023 , Railway Engineering
DOI: 10.47072/demiryolu.1231751
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 420

2

0

420

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5
Authors: Mehmet Sevi , İlhan Aydın , Erhan Akın
Published: 2023 , Railway Engineering
DOI: 10.47072/demiryolu.1205483
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 596

3

0

596

Classification of Railway Fasteners by Deep Learning Methods
Authors: Mehmet Sevi , İlhan Aydın , Mehmet Karaköse
Published: 2022 , European Journal of Science and Technology
DOI: 10.31590/ejosat.1029905
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 594

1

0

594

A Novel Sentiment Classification Model Based on Deep Feature Extraction for Turkish Tweets
Authors: Mehmet Umut Salur , İlhan Aydın
Published: 2022 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.753886
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 964

1

0

964

Mask R-CNN Algoritmasını Kullanarak Demiryolu Travers Eksikliklerinin Tespiti İçin Otonom İHA Tasarımı
Authors: İlhan Aydın , Emre Güçlü , Erhan Akın
Published: 2022 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.1039995
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 773

2

0

773

Detection of Defects in Railway Fasteners Using DCGAN and Siamese Neural Network
Authors: Emre Güçlü , İlhan Aydın , Erhan Akın
Published: 2022 , Railway Engineering
DOI: 10.47072/demiryolu.1015962
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 457

1

0

457

Detection of Defects in Railway Fasteners Using YOLOv4 and Fuzzy Logic
Authors: Emre Güçlü , İlhan Aydın , Kadir Şahbaz, Erhan Akın , Mehmet Karaköse
Published: 2021 , Railway Engineering
DOI: 10.47072/demiryolu.939830
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 811

5

0

811

İnsan Hareketlerinin Tanınması için Parçacık Sürü Optimizasyonu Tabanlı Topluluk Sınıflandırıcı Yöntemi
Authors: İlhan Aydın , Büşran Aşıcı
Published: 2020 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.671403
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 838

1

0

838

Gömülü Derin Öğrenme ile Tehdit İçeren Nesnelerin Gerçek Zamanda Tespiti
Authors: Mehmet Umut Salur , İlhan Aydın , Mehmet Karaköse
Published: 2019 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.492433
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2209

4

0

2209

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 3884

2

0

3884

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