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Sercan Yalçın Assoc. Prof. Dr. ADIYAMAN ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ
Publication 16 Review 19 CrossRef Cited 14 TR Dizin Cited 2
16 Publication
19 Review
14 CrossRef Cited
2 TR Dizin Cited
0000-0003-1420-2490

Research Fields

Networking and Communications Reinforcement Learning Image Processing System and Network Security Deep Learning Artificial Intelligence Information and Computing Sciences Artificial Intelligence (Other) Neural Networks Computer Software

Institution

ADIYAMAN ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ

Popular Publications

Classification of Thyroid Nodules from Ultrasound Images Using Deep Learning Methods
Authors: Mehmet Emre Özbey , Mehmet Kaplan , Sercan Yalçın , Muhammed Yıldırım
Published: 2026 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1884262
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 690

0

1

690

Publications

Classification of Thyroid Nodules from Ultrasound Images Using Deep Learning Methods
Authors: Mehmet Emre Özbey , Mehmet Kaplan , Sercan Yalçın , Muhammed Yıldırım
Published: 2026 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1884262
FAVORITE 1 TOTAL DOWNLOAD COUNT 690

1

690

Analyzing News and Detecting Fake News Using Artificial Intelligence Methods
Authors: Miraç Furkan Değirmenciler , Sercan Yalçın , Muhammed Yıldırım
Published: 2026 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1903167
FAVORITE 0 TOTAL DOWNLOAD COUNT 308

0

308

Kidney Stone Detection Using an EfficientNet-Based Method
Authors: Sercan Yalçın
Published: 2025 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 897

0

897

Federated Learning Framework for Edge Devices with Reducing Communication Network Costs and Enhancing Performance
Authors: Sercan Yalçın
Published: 2025 , Computer Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 746

0

746

Classification of Malicious Network Dataset With Residual CNN
Authors: Mücahit Karaduman , Sercan Yalçın , Muhammed Yıldırım
Published: 2025 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1622548
FAVORITE 0 TOTAL DOWNLOAD COUNT 588

0

588

Fault Detection in Steel Belts of Tires Using Magnetic Sensors and Different Deep Learning Models
Authors: Sercan Yalçın
Published: 2025 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1527246
FAVORITE 0 TOTAL DOWNLOAD COUNT 779

0

779

Automated Grading of Glioma Using Deep Neural Networks
Authors: Muhammed Yıldırım , Serpil Aslan , Emine Cengil , Sercan Yalçın
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1397010
FAVORITE 0 TOTAL DOWNLOAD COUNT 1047

0

1047

Hybrid Convolutional Neural Network Method for Robust Brain Stroke Diagnosis and Segmentation
Authors: Sercan Yalçın
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1129233
FAVORITE 0 TOTAL DOWNLOAD COUNT 1380

0

1380

Performance assessment of a combined coal gasification and methanation system with particle swarm optimization method
Authors: Münür Sacit Herdem , Sercan Yalçın
Published: 2022 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.1036026
FAVORITE 0 TOTAL DOWNLOAD COUNT 640

0

640

Prediction and Analysis of Weather Parameters with Global Horizontal Solar Irradiance Using LSTM-CNN Based Deep Learning Technique
Authors: Sercan Yalçın , Münür Sacit Herdem
Published: 2022 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.1037563
FAVORITE 0 TOTAL DOWNLOAD COUNT 1095

0

1095

Performance Analysis of Burst Traffic Awareness Based Mobile Sink Routing Technique for Wireless Sensor Networks
Authors: Sercan Yalçın , Ebubekir Erdem
Published: 2022 , Gazi University Journal of Science
DOI: 10.35378/gujs.863598
FAVORITE 0 TOTAL DOWNLOAD COUNT 1143

0

1143

LPWAN STANDARTLARI TABANLI BİLİŞSEL RADYO AĞLARI İÇİN SPEKTRUM ALGILAMA YAKLAŞIMI
Authors: Sercan Yalçın
Published: 2021 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1001507
FAVORITE 0 TOTAL DOWNLOAD COUNT 1470

0

1470

Kablosuz Algılayıcı Ağlarında Trafik Kontrollü Gezgin Yönlendirme Yöntemi
Authors: Sercan Yalçın , Ebubekir Erdem
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.880995
FAVORITE 0 TOTAL DOWNLOAD COUNT 873

0

873

An Improved SEED Clustering Model for Wireless Sensor Networks
Authors: Sercan Yalçın , Ebubekir Erdem
Published: 2021 , Journal of Polytechnic
DOI: 10.2339/politeknik.700947
FAVORITE 0 TOTAL DOWNLOAD COUNT 949

0

949

Kablosuz Algılayıcı Ağlarında Heterojen Hibrid Kümeleme Modeli
Authors: Sercan Yalçın , Ebubekir Erdem
Published: 2020 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.679533
FAVORITE 0 TOTAL DOWNLOAD COUNT 1113

0

1113

Implementation of the vehicle classification based-on decision tree algorithm using wireless magnetic sensors
Authors: Sercan Vançin , Ebubekir Erdem
Published: 2018 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1540

0

1540

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Computer Science
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi University Journal of Science
Gazi University Journal of Science
Journal of Polytechnic
Journal of Polytechnic
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
NATURENGS
NATURENGS
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Editorship
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Editor , Section Editor , Co-Editor
Editorial Board Memberships
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi

Reviews

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Computer Science
Computer Science
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 University Journal of Science
Gazi University Journal of Science
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
NATURENGS
NATURENGS
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

Fault Detection in Steel Belts of Tires Using Magnetic Sensors and Different Deep Learning Models
Authors: Sercan Yalçın
Published: 2025 , Firat University Journal of Experimental and Computational Engineering
DOI: 10.62520/fujece.1527246
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 779

1

0

779

Automated Grading of Glioma Using Deep Neural Networks
Authors: Muhammed Yıldırım , Serpil Aslan , Emine Cengil , Sercan Yalçın
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1397010
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1047

1

0

1047

Hybrid Convolutional Neural Network Method for Robust Brain Stroke Diagnosis and Segmentation
Authors: Sercan Yalçın
Published: 2022 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1129233
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1380

4

0

1380

Prediction and Analysis of Weather Parameters with Global Horizontal Solar Irradiance Using LSTM-CNN Based Deep Learning Technique
Authors: Sercan Yalçın , Münür Sacit Herdem
Published: 2022 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.1037563
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1095

4

0

1095

Performance Analysis of Burst Traffic Awareness Based Mobile Sink Routing Technique for Wireless Sensor Networks
Authors: Sercan Yalçın , Ebubekir Erdem
Published: 2022 , Gazi University Journal of Science
DOI: 10.35378/gujs.863598
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1143

4

0

1143

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