Adem Tekerek

Assoc. Prof. Dr. GAZİ ÜNİVERSİTESİ, TEKNOLOJİ FAKÜLTESİ

Publication 12 Review 106 CrossRef Cited 22 TR Dizin Cited 14

12 Publication

106 Review

22 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

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 8756

0

CITED

1

FAVORITE

8756

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

CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 452

0

CITED

1

FAVORITE

452

TOTAL DOWNLOAD COUNT

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

FAVORITE 0 TOTAL DOWNLOAD COUNT 353

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FAVORITE

353

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 1 TOTAL DOWNLOAD COUNT 452

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FAVORITE

452

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 0 TOTAL DOWNLOAD COUNT 1843

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FAVORITE

1843

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 0 TOTAL DOWNLOAD COUNT 635

0

FAVORITE

635

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 437

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FAVORITE

437

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 594

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FAVORITE

594

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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 1850

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FAVORITE

1850

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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 3031

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FAVORITE

3031

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 3935

0

FAVORITE

3935

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 3478

0

FAVORITE

3478

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 3177

0

FAVORITE

3177

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 8756

1

FAVORITE

8756

TOTAL DOWNLOAD COUNT

Articles published in

Gazi Journal of Engineering Sciences

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi

Journal of Agricultural Sciences

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

Turkish Journal of Education

Turkish Journal of Engineering Research and Education

Türk Eğitim Bilimleri Dergisi

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Uluslararası Bilgi Güvenliği Mühendisliği Dergisi

Publications

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 0 TOTAL DOWNLOAD COUNT 635

1

CITED

0

FAVORITE

635

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 437

1

CITED

0

FAVORITE

437

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 1850

5

CITED

0

FAVORITE

1850

TOTAL DOWNLOAD COUNT

Support Vector Machine Based Spam SMS Detection

Authors: Adem Tekerek

Published: 2019 , Journal of Polytechnic

DOI: 10.2339/politeknik.429707

CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 3935

3

CITED

0

FAVORITE

3935

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 3478

2

CITED

0

FAVORITE

3478

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 3177

10

CITED

0

FAVORITE

3177

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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