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Mesut Toğaçar Assoc. Prof. Dr. FIRAT UNIVERSITY
Publication 19 Review 41 CrossRef Cited 30 TR Dizin Cited 26
19 Publication
41 Review
30 CrossRef Cited
26 TR Dizin Cited
0000-0002-8264-3899

Research Fields

Information and Computing Sciences Decision Support and Group Support Systems Image Processing Deep Learning Artificial Intelligence

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 2 FAVORITE 2 TOTAL DOWNLOAD COUNT 528

2

2

528

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 168

0

1

168

Publications

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 168

1

168

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 0 TOTAL DOWNLOAD COUNT 282

0

282

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 487

0

487

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 1181

0

1181

An Artificial Intelligence Based Hybrid Model Proposal for the Detection of Breast Cancer
Authors: Feyzi Ferat Ateş , Abidin Çalışkan , Mesut Toğaçar
Published: 2022 , Firat University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1164

0

1164

Classification of Ultrasound-Based Breast Cancer Images with Deep Learning Approaches
Authors: Feyzi Ferat Ateş , Abidin Çalışkan , Mesut Toğaçar
Published: 2022 , Firat University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 917

0

917

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 1447

0

1447

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 University Journal of Engineering Science
DOI: 10.35234/fumbd.1026610
FAVORITE 0 TOTAL DOWNLOAD COUNT 700

0

700

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 0 TOTAL DOWNLOAD COUNT 3373

0

3373

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 1291

0

1291

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 528

2

528

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 685

0

685

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 882

0

882

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 984

0

984

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 1062

0

1062

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 , TBV Journal of Computer Science and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1544

0

1544

Classification of Flower Species by Using Feature Selection Methods in Convolutional Neural Network Models
Authors: Mesut Toğaçar , Burhan Ergen , Fatih Özyurt
Published: 2020 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.573630
FAVORITE 0 TOTAL DOWNLOAD COUNT 5790

0

5790

Detection of Pneumonia with Deep Learning Model
Authors: Mesut Toğaçar , Burhan Ergen , Mehmet Emre Sertkaya
Published: 2019 , Fırat University Journal of Engineering Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 10637

0

10637

Biyomedikal Görüntülerde Derin Öğrenme ile Mevcut Yöntemlerin Kıyaslanması
Authors: Mesut Toğaçar , Burhan Ergen
Published: 2019 , Fırat University Journal of Engineering Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 6086

0

6086

Articles published in
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 University Journal of Engineering Science
Fırat University Journal of Engineering Science
Firat University Journal of Science
Firat University Journal of Science
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
TBV Journal of Computer Science and Engineering
TBV Journal of Computer Science and Engineering
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

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
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 University Journal of Engineering Science
Fırat University Journal of Engineering Science
Firat University Journal of Science
Firat University Journal of Science
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
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 the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Railway Engineering
Railway Engineering
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

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1447

3

0

1447

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 University Journal of Engineering Science
DOI: 10.35234/fumbd.1026610
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 700

1

0

700

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 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 3373

6

0

3373

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 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1291

1

0

1291

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 2 FAVORITE 2 TOTAL DOWNLOAD COUNT 528

2

2

528

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 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 685

1

0

685

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 984

3

0

984

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 1062

3

0

1062

Classification of Flower Species by Using Feature Selection Methods in Convolutional Neural Network Models
Authors: Mesut Toğaçar , Burhan Ergen , Fatih Özyurt
Published: 2020 , Fırat University Journal of Engineering Science
DOI: 10.35234/fumbd.573630
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 5790

10

0

5790

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