Adem Tekerek

Assoc. Prof. Dr. GAZİ ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ

Publication 14 Review 112 CrossRef Cited 31 TR Dizin Cited 14

14 Publication

112 Review

31 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 805

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CITED

2

FAVORITE

805

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 9345

0

CITED

1

FAVORITE

9345

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 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 4427

2

CITED

1

FAVORITE

4427

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 1307

1

CITED

1

FAVORITE

1307

TOTAL DOWNLOAD COUNT

Publications

Broiler Live Weight Estimation through Image Processing and YOLO-based Deep Learning

Authors: Hamza Kuzu , Ali Aybek , Hayrettin Karadöl , Adem Tekerek

Published: 2026 , Journal of Agricultural Sciences

DOI: 10.15832/ankutbd.1761039

FAVORITE 0 TOTAL DOWNLOAD COUNT 1055

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1055

TOTAL DOWNLOAD COUNT

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 344

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344

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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 7326

0

FAVORITE

7326

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 805

2

FAVORITE

805

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 4427

1

FAVORITE

4427

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 1307

1

FAVORITE

1307

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 759

0

FAVORITE

759

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 1184

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FAVORITE

1184

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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 2186

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FAVORITE

2186

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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 3565

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FAVORITE

3565

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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 4446

0

FAVORITE

4446

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 3725

0

FAVORITE

3725

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 3516

0

FAVORITE

3516

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 9345

1

FAVORITE

9345

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 7326

1

CITED

0

FAVORITE

7326

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 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 4427

2

CITED

1

FAVORITE

4427

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 1307

1

CITED

1

FAVORITE

1307

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 759

1

CITED

0

FAVORITE

759

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 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 2186

6

CITED

0

FAVORITE

2186

TOTAL DOWNLOAD COUNT

Support Vector Machine Based Spam SMS Detection

Authors: Adem Tekerek

Published: 2019 , Journal of Polytechnic

DOI: 10.2339/politeknik.429707

CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 4446

7

CITED

0

FAVORITE

4446

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 3725

2

CITED

0

FAVORITE

3725

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 11 FAVORITE 0 TOTAL DOWNLOAD COUNT 3516

11

CITED

0

FAVORITE

3516

TOTAL DOWNLOAD COUNT

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.

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Version: 260727.83a587569 · 27.07.2026