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Mesut Toğaçar Assoc. Prof. Dr. FIRAT UNIVERSITY
Publication 24 Review 48 CrossRef Cited 48 TR Dizin Cited 43
24 Publication
48 Review
48 CrossRef Cited
43 TR Dizin Cited
0000-0002-8264-3899

Research Fields

Artificial Intelligence Information and Computing Sciences Decision Support and Group Support Systems Image Processing Deep Learning Artificial Intelligence Biomedical Image Processing Decision Support Systems Deep Learning Machine Learning Optimization Methods

Institution

FIRAT UNIVERSITY

Popular Publications

Measuring the Security Effectiveness of Machine Learning Methods Used Against Cyber Attacks in Web Applications
Authors: Mesut Toğaçar
Published: 2021 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.950639
CITED 3 FAVORITE 2 TOTAL DOWNLOAD COUNT 975

3

2

975

Detection of Fake News Published on the Internet Using Artificial Intelligence Based Natural Language Processing Approach
Authors: Mesut Toğaçar , Kamil Abdullah Eşidir , Burhan Ergen
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.950713
CITED 9 FAVORITE 1 TOTAL DOWNLOAD COUNT 11038

9

1

11038

A Data-Driven Approach Estimating the Success of Telemarketing Calls
Authors: Özge Cömert , Mesut Toğaçar
Published: 2023 , Journal of Productivity
DOI: 10.51551/verimlilik.1136023
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 806

0

1

806

In-depth Analysis and Classification of Sleep Disorders with Machine Learning Techniques
Authors: Yunus Emre Gür , Bilal Solak , Mesut Toğaçar
Published: 2024 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1475183
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1144

0

1

1144

Publications

Ransomware Anomaly and Fake Signature Detection: Time-Frequency Transform and Transformer-Based Analysis Model
Authors: Burak Alperen Bahçeci , Mesut Toğaçar
Published: 2026 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1805519
FAVORITE 0 TOTAL DOWNLOAD COUNT 115

0

115

Detection of malicious software using transformer models: A barcode-based imaging and feature fusion approach
Authors: Zeynep Naz İnan , Mesut Toğaçar
Published: 2026 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1811827
FAVORITE 0 TOTAL DOWNLOAD COUNT 444

0

444

The Role of Deep Learning Approaches and Wavelet Transformations in Epileptic Seizure Detection
Authors: Ali Demir , Mesut Toğaçar
Published: 2025 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1748452
FAVORITE 0 TOTAL DOWNLOAD COUNT 762

0

762

Time-Frequency Imaging for Epileptic Seizure Detection: Feature Fusion with Transformer Model
Authors: Mesut Toğaçar
Published: 2025 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1639714
FAVORITE 0 TOTAL DOWNLOAD COUNT 596

0

596

CLASSIFICATION OF DEFECT RATES IN PRODUCTION PROCESSES: AN APPROACH BASED ON DEEP LEARNING WITH INNOVATIVE QR CODE CONVERSION
Authors: Yunus Emre Gür , Mesut Toğaçar , Bilal Solak , Cem Ayden
Published: 2025 , Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
DOI: 10.53443/anadoluibfd.1514908
FAVORITE 0 TOTAL DOWNLOAD COUNT 501

0

501

In-depth Analysis and Classification of Sleep Disorders with Machine Learning Techniques
Authors: Yunus Emre Gür , Bilal Solak , Mesut Toğaçar
Published: 2024 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1475183
FAVORITE 1 TOTAL DOWNLOAD COUNT 1144

1

1144

A Data-Driven Approach Estimating the Success of Telemarketing Calls
Authors: Özge Cömert , Mesut Toğaçar
Published: 2023 , Journal of Productivity
DOI: 10.51551/verimlilik.1136023
FAVORITE 1 TOTAL DOWNLOAD COUNT 806

1

806

Conversion of 1D Data Used in Detection of Malware Types to 2D Barcode Types and Analysis with Deep Networks
Authors: Mesut Toğaçar
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1262841
FAVORITE 0 TOTAL DOWNLOAD COUNT 1096

0

1096

Detection of Retinopathy Solutions Using Artificial Intelligence Approaches
Authors: Abdulrahman Çavlı , Mesut Toğaçar
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1251433
FAVORITE 0 TOTAL DOWNLOAD COUNT 2371

0

2371

An Artificial Intelligence Based Hybrid Model Proposal for the Detection of Breast Cancer
Authors: Feyzi Ferat Ateş , Abidin Çalışkan , Mesut Toğaçar
Published: 2022 , Fırat Üniversitesi Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2082

0

2082

Classification of Ultrasound-Based Breast Cancer Images with Deep Learning Approaches
Authors: Feyzi Ferat Ateş , Abidin Çalışkan , Mesut Toğaçar
Published: 2022 , Fırat Üniversitesi Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1924

0

1924

Fault Detection from Images of Railroad Lines Using the Deep Learning Model Built with the Tensorflow Library
Authors: Abdullah Şener , Burhan Ergen , Mesut Toğaçar
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1056283
FAVORITE 0 TOTAL DOWNLOAD COUNT 1905

0

1905

Attack Detection in Software-Defined Network Technology Data Using A Transformer-Based Convolutional Neural Network Model with An Archimedean Optimization Algorithm
Authors: Mesut Toğaçar
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1026610
FAVORITE 0 TOTAL DOWNLOAD COUNT 1060

0

1060

Detection of Fake News Published on the Internet Using Artificial Intelligence Based Natural Language Processing Approach
Authors: Mesut Toğaçar , Kamil Abdullah Eşidir , Burhan Ergen
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.950713
FAVORITE 1 TOTAL DOWNLOAD COUNT 11038

1

11038

Detection of Phishing Attacks on Websites Using Artificial Intelligence Approach
Authors: Mesut Toğaçar
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.988001
FAVORITE 0 TOTAL DOWNLOAD COUNT 2459

0

2459

Measuring the Security Effectiveness of Machine Learning Methods Used Against Cyber Attacks in Web Applications
Authors: Mesut Toğaçar
Published: 2021 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.950639
FAVORITE 2 TOTAL DOWNLOAD COUNT 975

2

975

The Role of Quantum Transfer Learning Model in the Detection of Respiratory Diseases Using X-ray Chest Images
Authors: Mesut Toğaçar
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.903358
FAVORITE 0 TOTAL DOWNLOAD COUNT 1017

0

1017

Detection of Phishing Attacks on Websites with Lasso Regression, Minimum Redundancy Maximum Relevance Method, Machine Learning Methods, and Deep Learning Model
Authors: Mesut Toğaçar
Published: 2021 , Turkish Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1262

0

1262

Siyam Sinir Ağlarını Kullanarak Türk İşaret Dilindeki Rakamların Tanımlanması
Authors: Mesut Toğaçar , Zafer Cömert , Burhan Ergen
Published: 2021 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2021236801
FAVORITE 0 TOTAL DOWNLOAD COUNT 1524

0

1524

Determination of Tympanic Membrane Region in the Middle Ear Otoscope Images with Convolutional Neural Network Based YOLO Method
Authors: Erdal Başaran , Zafer Cömert, Yüksel Çelik , Subha Velappan, Mesut Toğaçar
Published: 2020 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2020226625
FAVORITE 0 TOTAL DOWNLOAD COUNT 1701

0

1701

Normal ve Kronik Hastalıklı Orta Kulak İmgelerinin Evrişimsel Sinir Ağları Yöntemiyle Tespit Edilmesi
Authors: Erdal Başaran , Zafer Cömert , Abdulkadir Sengur , Ümit Budak , Yuksel Celık , Mesut Toğaçar
Published: 2020 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2090

0

2090

Classification of Flower Species by Using Feature Selection Methods in Convolutional Neural Network Models
Authors: Mesut Toğaçar , Burhan Ergen , Fatih Özyurt
Published: 2020 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.573630
FAVORITE 0 TOTAL DOWNLOAD COUNT 6603

0

6603

Detection of Pneumonia with Deep Learning Model
Authors: Mesut Toğaçar , Burhan Ergen , Mehmet Emre Sertkaya
Published: 2019 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 13285

0

13285

Biyomedikal Görüntülerde Derin Öğrenme ile Mevcut Yöntemlerin Kıyaslanması
Authors: Mesut Toğaçar , Burhan Ergen
Published: 2019 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 7273

0

7273

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Journal of Productivity
Journal of Productivity
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
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

Reviews

AJIT-e: Online Academic Journal of Information Technology
AJIT-e: Online Academic Journal of Information Technology
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Demiryolu Mühendisliği
Demiryolu Mühendisliği
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
El-Cezeri
El-Cezeri
European Journal of Technique (EJT)
European Journal of Technique (EJT)
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Social Sciences
Firat University Journal of Social Sciences
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
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
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

Time-Frequency Imaging for Epileptic Seizure Detection: Feature Fusion with Transformer Model
Authors: Mesut Toğaçar
Published: 2025 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1639714
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 596

3

0

596

Detection of Retinopathy Solutions Using Artificial Intelligence Approaches
Authors: Abdulrahman Çavlı , Mesut Toğaçar
Published: 2023 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1251433
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2371

2

0

2371

Fault Detection from Images of Railroad Lines Using the Deep Learning Model Built with the Tensorflow Library
Authors: Abdullah Şener , Burhan Ergen , Mesut Toğaçar
Published: 2022 , Turkish Journal of Science and Technology
DOI: 10.55525/tjst.1056283
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1905

6

0

1905

Attack Detection in Software-Defined Network Technology Data Using A Transformer-Based Convolutional Neural Network Model with An Archimedean Optimization Algorithm
Authors: Mesut Toğaçar
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1026610
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1060

1

0

1060

Detection of Fake News Published on the Internet Using Artificial Intelligence Based Natural Language Processing Approach
Authors: Mesut Toğaçar , Kamil Abdullah Eşidir , Burhan Ergen
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.950713
CITED 9 FAVORITE 1 TOTAL DOWNLOAD COUNT 11038

9

1

11038

Detection of Phishing Attacks on Websites Using Artificial Intelligence Approach
Authors: Mesut Toğaçar
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.988001
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2459

2

0

2459

Measuring the Security Effectiveness of Machine Learning Methods Used Against Cyber Attacks in Web Applications
Authors: Mesut Toğaçar
Published: 2021 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.950639
CITED 3 FAVORITE 2 TOTAL DOWNLOAD COUNT 975

3

2

975

The Role of Quantum Transfer Learning Model in the Detection of Respiratory Diseases Using X-ray Chest Images
Authors: Mesut Toğaçar
Published: 2021 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.903358
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1017

2

0

1017

Siyam Sinir Ağlarını Kullanarak Türk İşaret Dilindeki Rakamların Tanımlanması
Authors: Mesut Toğaçar , Zafer Cömert , Burhan Ergen
Published: 2021 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2021236801
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1524

6

0

1524

Determination of Tympanic Membrane Region in the Middle Ear Otoscope Images with Convolutional Neural Network Based YOLO Method
Authors: Erdal Başaran , Zafer Cömert, Yüksel Çelik , Subha Velappan, Mesut Toğaçar
Published: 2020 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2020226625
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1701

3

0

1701

Classification of Flower Species by Using Feature Selection Methods in Convolutional Neural Network Models
Authors: Mesut Toğaçar , Burhan Ergen , Fatih Özyurt
Published: 2020 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.573630
CITED 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 6603

11

0

6603

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