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Adem Tekerek Assoc. Prof. Dr. GAZİ ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ
Publication 13 Review 109 CrossRef Cited 26 TR Dizin Cited 14
13 Publication
109 Review
26 CrossRef Cited
14 TR Dizin Cited
0000-0002-0880-7955

Research Fields

Machine Learning Algorithms

Institution

GAZİ ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ

Popular Publications

Efficientnet-Based Deep Learning for Malware Classification: A Dynamic Distribution Adaptation Approach
Authors: Ceren Umay Özten , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1536669
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 585

0

2

585

Design and Implementation of A Web Content Management System
Authors: Adem Tekerek , Ömer Faruk Bay
Published: 2009 , Journal of Polytechnic
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 9007

0

1

9007

Comparative Analysis of Traditional Machine Learning and Transformer-based Deep Learning Models for Text Classification
Authors: Nazif Aydın , O. Ayhan Erdem , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1469530
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 2760

1

1

2760

Enhancing Cybersecurity against Ransomware Attacks Using LSTM Deep Learning Method: A Case Study on Android Devices
Authors: Hatice Karaca , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1508722
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 949

1

1

949

Publications

Enhancing Capabilities of Micro-SMEs in the Furniture Sector through a Digital Internationalisation Learning Hub
Authors: Adem Tekerek , Alper Güzel , Susana Leal , João A.m. Nascimentod , Sandra Oliveira
Published: 2025 , Journal of Information Systems and Management Research
DOI: 10.59940/jismar.1726227
FAVORITE 0 TOTAL DOWNLOAD COUNT 66

0

66

Bitcoin Price Direction Prediction Using Machine Learning on a Very Small Dataset
Authors: Kağan Öktem , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1667403
FAVORITE 0 TOTAL DOWNLOAD COUNT 2536

0

2536

Efficientnet-Based Deep Learning for Malware Classification: A Dynamic Distribution Adaptation Approach
Authors: Ceren Umay Özten , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1536669
FAVORITE 2 TOTAL DOWNLOAD COUNT 585

2

585

Comparative Analysis of Traditional Machine Learning and Transformer-based Deep Learning Models for Text Classification
Authors: Nazif Aydın , O. Ayhan Erdem , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1469530
FAVORITE 1 TOTAL DOWNLOAD COUNT 2760

1

2760

Enhancing Cybersecurity against Ransomware Attacks Using LSTM Deep Learning Method: A Case Study on Android Devices
Authors: Hatice Karaca , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1508722
FAVORITE 1 TOTAL DOWNLOAD COUNT 949

1

949

A Hybrid Lightweight Deep Neural Network Approach for Plant Disease Classification Using Self-Attention Mechanism and Transfer Learning
Authors: Thaer Alramli, Adem Tekerek
Published: 2025 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1537267
FAVORITE 0 TOTAL DOWNLOAD COUNT 561

0

561

Machine Learning-Based DDoS Attack Detection on SDN-Based SCADA Systems
Authors: Esra Söğüt , Adem Tekerek , O. Ayhan Erdem
Published: 2024 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 826

0

826

The Adaptation of Gray Wolf Optimizer to Data Clustering
Authors: Adem Tekerek , Murat Dörterler
Published: 2022 , Journal of Polytechnic
DOI: 10.2339/politeknik.778630
FAVORITE 0 TOTAL DOWNLOAD COUNT 1989

0

1989

Literature Review of Deep Learning Research Areas
Authors: M. Mutlu Yapıcı , Adem Tekerek , Nurettin Topaloğlu
Published: 2019 , Gazi Journal of Engineering Sciences
DOI: 10.30855/gmbd.2019.03.01
FAVORITE 0 TOTAL DOWNLOAD COUNT 3233

0

3233

Support Vector Machine Based Spam SMS Detection
Authors: Adem Tekerek
Published: 2019 , Journal of Polytechnic
DOI: 10.2339/politeknik.429707
FAVORITE 0 TOTAL DOWNLOAD COUNT 4145

0

4145

WEB TABANLI SALDIRI ÖNLEME SİSTEMİ TASARIMI VE GERÇEKLEŞTİRİLMESİ: YENİ BİR HİBRİT MODEL
Authors: Adem Tekerek , Cemal Gemci, Ömer Faruk Bay
Published: 2016 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.63355
FAVORITE 0 TOTAL DOWNLOAD COUNT 3559

0

3559

A Research on students’ information security awareness
Authors: Mehmet Tekerek , Adem Tekerek
Published: 2013 , Turkish Journal of Education
DOI: 10.19128/turje.181065
FAVORITE 0 TOTAL DOWNLOAD COUNT 3335

0

3335

Design and Implementation of A Web Content Management System
Authors: Adem Tekerek , Ömer Faruk Bay
Published: 2009 , Journal of Polytechnic
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 9007

1

9007

Articles published in
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research
Journal of Polytechnic
Journal of Polytechnic
Turkish Journal of Education
Turkish Journal of Education
Editorship
Computers and Informatics
Computers and Informatics
Section Editor
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Section Editor
Journal of Energy Systems
Journal of Energy Systems
Section Editor
Turkish Journal of Education
Turkish Journal of Education
Section Editor
Editorial Board Memberships
Adana Alparslan Türkeş Science and Technology University Journal of Science
Adana Alparslan Türkeş Science and Technology University Journal of Science
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
Journal of Energy Systems
Journal of Energy Systems
Turkish Journal of Engineering Research and Education
Turkish Journal of Engineering Research and Education

Reviews

Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Computers and Informatics
Computers and Informatics
El-Cezeri
El-Cezeri
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science
Gazi University Journal of Science
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 Automotive Science And Technology
International Journal of Automotive Science And Technology
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Energy Systems
Journal of Energy Systems
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Learning and Teaching in Digital Age
Journal of Learning and Teaching in Digital Age
Journal of Polytechnic
Journal of Polytechnic
Kişisel Verileri Koruma Dergisi
Kişisel Verileri Koruma Dergisi
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
The Journal of Turkish Educational Sciences
The Journal of Turkish Educational Sciences
Turkish Journal of Education
Turkish Journal of Education
Turkish Journal of Engineering Research and Education
Turkish Journal of Engineering Research and Education
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Uluslararası Bilgi Güvenliği Mühendisliği Dergisi
Uluslararası Bilgi Güvenliği Mühendisliği Dergisi

Publications

Bitcoin Price Direction Prediction Using Machine Learning on a Very Small Dataset
Authors: Kağan Öktem , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1667403
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2536

1

0

2536

Comparative Analysis of Traditional Machine Learning and Transformer-based Deep Learning Models for Text Classification
Authors: Nazif Aydın , O. Ayhan Erdem , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1469530
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 2760

1

1

2760

Enhancing Cybersecurity against Ransomware Attacks Using LSTM Deep Learning Method: A Case Study on Android Devices
Authors: Hatice Karaca , Adem Tekerek
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1508722
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 949

1

1

949

A Hybrid Lightweight Deep Neural Network Approach for Plant Disease Classification Using Self-Attention Mechanism and Transfer Learning
Authors: Thaer Alramli, Adem Tekerek
Published: 2025 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1537267
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 561

1

0

561

The Adaptation of Gray Wolf Optimizer to Data Clustering
Authors: Adem Tekerek , Murat Dörterler
Published: 2022 , Journal of Polytechnic
DOI: 10.2339/politeknik.778630
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1989

5

0

1989

Support Vector Machine Based Spam SMS Detection
Authors: Adem Tekerek
Published: 2019 , Journal of Polytechnic
DOI: 10.2339/politeknik.429707
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 4145

5

0

4145

WEB TABANLI SALDIRI ÖNLEME SİSTEMİ TASARIMI VE GERÇEKLEŞTİRİLMESİ: YENİ BİR HİBRİT MODEL
Authors: Adem Tekerek , Cemal Gemci, Ömer Faruk Bay
Published: 2016 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gummfd.63355
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3559

2

0

3559

A Research on students’ information security awareness
Authors: Mehmet Tekerek , Adem Tekerek
Published: 2013 , Turkish Journal of Education
DOI: 10.19128/turje.181065
CITED 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 3335

10

0

3335

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