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Mahmut Tokmak Assoc. Prof. Dr. BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ, BUCAK ZELİHA TOLUNAY UYGULAMALI TEKNOLOJİ VE İŞLETMECİLİK YÜKSEKOKULU
Publication 12 Review 23 CrossRef Cited 24 TR Dizin Cited 1
12 Publication
23 Review
24 CrossRef Cited
1 TR Dizin Cited
0000-0003-0632-4308

Research Fields

Information and Computing Sciences Deep Learning Information Security Management Evolutionary Computation

Institution

BURDUR MEHMET AKİF ERSOY ÜNİVERSİTESİ, BUCAK ZELİHA TOLUNAY UYGULAMALI TEKNOLOJİ VE İŞLETMECİLİK YÜKSEKOKULU

Popular Publications

The Genus-Level Identification of Leaf Beetles (Coleoptera: Chrysomelidae) From Habitus Images with Convolutional Neural Network Classification
Authors: Mahmut Tokmak , İsmail Şen
Published: 2021 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.989263
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1601

1

1

1601

Stock Price Prediction Using Long-Short-Term Memory Network
Authors: Mahmut Tokmak
Published: 2022 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.1164099
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 1995

5

1

1995

Determination of Cyber Security Awareness Levels of Students with Machine Learning Methods
Authors: Mahmut Tokmak
Published: 2023 , Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
DOI: 10.53433/yyufbed.1181694
CITED 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 1652

7

1

1652

Determination of Ichneumonidae (HYMENOPTERA) Subfamilies with Convolutional Neural Networks
Authors: Akın Kıraç , Mahmut Tokmak
Published: 2022 , Science and Technique in the 21st Century
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 680

0

1

680

Publications

DFCEA: Deep Forest Classifier-Based Employee Attrition Prediction
Authors: Mahmut Tokmak
Published: 2025 , Acta Infologica
DOI: 10.26650/acin.1486319
FAVORITE 0 TOTAL DOWNLOAD COUNT 784

0

784

Performance Comparison of Neural Networks: A Case of Data Scientists' Job Change Prediction
Authors: Aslı Örgerim , Tuğba Tunç Abubakar , Mahmut Tokmak
Published: 2025 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1481893
FAVORITE 0 TOTAL DOWNLOAD COUNT 747

0

747

Determination of Cyber Security Awareness Levels of Students with Machine Learning Methods
Authors: Mahmut Tokmak
Published: 2023 , Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
DOI: 10.53433/yyufbed.1181694
FAVORITE 1 TOTAL DOWNLOAD COUNT 1652

1

1652

Jar Malware Detection with XGBoost Algorithm Based on Binary Particle Swarm Optimization Feature Selection
Authors: Mahmut Tokmak
Published: 2023 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.1194460
FAVORITE 0 TOTAL DOWNLOAD COUNT 2545

0

2545

Determination of Ichneumonidae (HYMENOPTERA) Subfamilies with Convolutional Neural Networks
Authors: Akın Kıraç , Mahmut Tokmak
Published: 2022 , Science and Technique in the 21st Century
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 680

1

680

Stock Price Prediction Using Long-Short-Term Memory Network
Authors: Mahmut Tokmak
Published: 2022 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.1164099
FAVORITE 1 TOTAL DOWNLOAD COUNT 1995

1

1995

The Genus-Level Identification of Leaf Beetles (Coleoptera: Chrysomelidae) From Habitus Images with Convolutional Neural Network Classification
Authors: Mahmut Tokmak , İsmail Şen
Published: 2021 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.989263
FAVORITE 1 TOTAL DOWNLOAD COUNT 1601

1

1601

Android Zararlı Yazılımlarının Derin Öğrenme ile Kategorilerine ve Ailelerine Göre Sınıflandırılması
Authors: Mahmut Tokmak
Published: 2021 , Teknik Bilimler Dergisi
DOI: 10.35354/tbed.948849
FAVORITE 0 TOTAL DOWNLOAD COUNT 1285

0

1285

Covid-19 Detection Based on Routine Blood Tests with Deep Neural Networks and Resampling Methods
Authors: Mahmut Tokmak , Ecir Küçüksille
Published: 2021 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.877805
FAVORITE 0 TOTAL DOWNLOAD COUNT 1390

0

1390

Classification of Some Species of Shrikes Family by Convolutional Neural Networks
Authors: Mahmut Tokmak , Akın Kıraç
Published: 2021 , Bilge International Journal of Science and Technology Research
DOI: 10.30516/bilgesci.886291
FAVORITE 0 TOTAL DOWNLOAD COUNT 1494

0

1494

Detection of Windows Executable Malware Files with Deep Learning
Authors: Mahmut Tokmak , Ecir Uğur Küçüksille
Published: 2019 , Bilge International Journal of Science and Technology Research
DOI: 10.30516/bilgesci.531801
FAVORITE 0 TOTAL DOWNLOAD COUNT 2622

0

2622

Yapay Arı Kolonisi Algoritması Kullanarak Otomatik Ders Çizelgeleme
Authors: Ecir Küçüksille, Mahmut Tokmak
Published: 2014 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 19122

0

19122

Articles published in
Acta Infologica
Acta Infologica
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bilge International Journal of Science and Technology Research
Bilge International Journal of Science and Technology Research
International Journal of Applied Mathematics Electronics and Computers
International Journal of Applied Mathematics Electronics and Computers
Journal of Applied Sciences of Mehmet Akif Ersoy University
Journal of Applied Sciences of Mehmet Akif Ersoy University
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Science and Technique in the 21st Century
Science and Technique in the 21st Century
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences
Teknik Bilimler Dergisi
Teknik Bilimler Dergisi
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Editorship
Bilge International Journal of Science and Technology Research
Bilge International Journal of Science and Technology Research
Section Editor
Editorial Board Memberships
Bilge International Journal of Science and Technology Research
Bilge International Journal of Science and Technology Research

Reviews

Acta Infologica
Acta Infologica
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bilge International Journal of Science and Technology Research
Bilge International Journal of Science and Technology Research
Bilge Uluslararası Sosyal Araştırmalar Dergisi
Bilge Uluslararası Sosyal Araştırmalar Dergisi
EKOIST Journal of Econometrics and Statistics
EKOIST Journal of Econometrics and Statistics
Instructional Technology and Lifelong Learning
Instructional Technology and Lifelong Learning
International Journal of Engineering and Innovative Research
International Journal of Engineering and Innovative Research
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Journal of Information Security Science
International Journal of Information Security Science
International Journal of Management Information Systems and Computer Science
International Journal of Management Information Systems and Computer Science
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Yalvaç Academy
Journal of Yalvaç Academy
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Necmettin Erbakan University Journal of Science and Engineering
Necmettin Erbakan University Journal of Science and Engineering
Science and Technique in the 21st Century
Science and Technique in the 21st Century
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Uluborlu Mesleki Bilimler Dergisi
Uluborlu Mesleki Bilimler Dergisi

Publications

Performance Comparison of Neural Networks: A Case of Data Scientists' Job Change Prediction
Authors: Aslı Örgerim , Tuğba Tunç Abubakar , Mahmut Tokmak
Published: 2025 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1481893
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 747

2

0

747

Determination of Cyber Security Awareness Levels of Students with Machine Learning Methods
Authors: Mahmut Tokmak
Published: 2023 , Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
DOI: 10.53433/yyufbed.1181694
CITED 7 FAVORITE 1 TOTAL DOWNLOAD COUNT 1652

7

1

1652

Jar Malware Detection with XGBoost Algorithm Based on Binary Particle Swarm Optimization Feature Selection
Authors: Mahmut Tokmak
Published: 2023 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.1194460
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2545

3

0

2545

Stock Price Prediction Using Long-Short-Term Memory Network
Authors: Mahmut Tokmak
Published: 2022 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.1164099
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 1995

5

1

1995

The Genus-Level Identification of Leaf Beetles (Coleoptera: Chrysomelidae) From Habitus Images with Convolutional Neural Network Classification
Authors: Mahmut Tokmak , İsmail Şen
Published: 2021 , International Journal of Applied Mathematics Electronics and Computers
DOI: 10.18100/ijamec.989263
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1601

1

1

1601

Classification of Some Species of Shrikes Family by Convolutional Neural Networks
Authors: Mahmut Tokmak , Akın Kıraç
Published: 2021 , Bilge International Journal of Science and Technology Research
DOI: 10.30516/bilgesci.886291
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1494

3

0

1494

Detection of Windows Executable Malware Files with Deep Learning
Authors: Mahmut Tokmak , Ecir Uğur Küçüksille
Published: 2019 , Bilge International Journal of Science and Technology Research
DOI: 10.30516/bilgesci.531801
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2622

3

0

2622

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