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Adem Tekerek
Assoc. Prof. Dr.
GAZİ ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ
Publication
13
Review
110
CrossRef Cited
26
TR Dizin Cited
14
13
Publication
110
Review
26
CrossRef Cited
14
TR Dizin Cited
0000-0002-0880-7955
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Summary
Publications
Peer Review
Cited
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
631
0
CITED
2
FAVORITE
631
TOTAL DOWNLOAD COUNT
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
9076
0
CITED
1
FAVORITE
9076
TOTAL DOWNLOAD COUNT
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
3052
1
CITED
1
FAVORITE
3052
TOTAL DOWNLOAD COUNT
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
1045
1
CITED
1
FAVORITE
1045
TOTAL DOWNLOAD COUNT
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
183
0
FAVORITE
183
TOTAL DOWNLOAD COUNT
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
3503
0
FAVORITE
3503
TOTAL DOWNLOAD COUNT
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
631
2
FAVORITE
631
TOTAL DOWNLOAD COUNT
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
3052
1
FAVORITE
3052
TOTAL DOWNLOAD COUNT
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
1045
1
FAVORITE
1045
TOTAL DOWNLOAD COUNT
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
628
0
FAVORITE
628
TOTAL DOWNLOAD COUNT
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
923
0
FAVORITE
923
TOTAL DOWNLOAD COUNT
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
2033
0
FAVORITE
2033
TOTAL DOWNLOAD COUNT
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
3294
0
FAVORITE
3294
TOTAL DOWNLOAD COUNT
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
4208
0
FAVORITE
4208
TOTAL DOWNLOAD COUNT
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
3596
0
FAVORITE
3596
TOTAL DOWNLOAD COUNT
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
3394
0
FAVORITE
3394
TOTAL DOWNLOAD COUNT
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
9076
1
FAVORITE
9076
TOTAL DOWNLOAD COUNT
Articles published in
Gazi Journal of Engineering Sciences
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Agricultural Sciences
Journal of Information Systems and Management Research
Journal of Polytechnic
Turkish Journal of Education
Editorship
Computers and Informatics
Section Editor
Gazi Journal of Engineering Sciences
Section Editor
Journal of Energy Systems
Section Editor
Turkish Journal of Education
Section Editor
Editorial Board Memberships
Adana Alparslan Türkeş Science and Technology University Journal of Science
Gazi Journal of Engineering Sciences
INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND APPLICATIONS
Journal of Energy Systems
Turkish Journal of Engineering Research and Education
Reviews
Avrupa Bilim ve Teknoloji Dergisi
Computers and Informatics
El-Cezeri
Erzincan University Journal of Science and Technology
Gazi Journal of Engineering Sciences
Gazi University Journal of Science
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Automotive Science And Technology
International Journal of Engineering Research and Development
Journal of Energy Systems
Journal of Engineering and Architecture Faculty of Eskisehir Osmangazi University
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Learning and Teaching in Digital Age
Journal of Polytechnic
Kişisel Verileri Koruma Dergisi
Mugla Journal of Science and Technology
Sakarya University Journal of Computer and Information Sciences
The Journal of Turkish Educational Sciences
Turkish Journal of Education
Turkish Journal of Engineering Research and Education
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve 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
3503
1
CITED
0
FAVORITE
3503
TOTAL DOWNLOAD COUNT
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
3052
1
CITED
1
FAVORITE
3052
TOTAL DOWNLOAD COUNT
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
1045
1
CITED
1
FAVORITE
1045
TOTAL DOWNLOAD COUNT
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
628
1
CITED
0
FAVORITE
628
TOTAL DOWNLOAD COUNT
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
2033
5
CITED
0
FAVORITE
2033
TOTAL DOWNLOAD COUNT
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
4208
5
CITED
0
FAVORITE
4208
TOTAL DOWNLOAD COUNT
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
3596
2
CITED
0
FAVORITE
3596
TOTAL DOWNLOAD COUNT
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
3394
10
CITED
0
FAVORITE
3394
TOTAL DOWNLOAD COUNT