Publications & Works

Publication Network
Articles 27
All (27)
SCI-E, SSCI, AHCI (14)
SCI-E, SSCI, AHCI, ESCI (22)
ESCI (8)
Scopus (16)
TRDizin (11)
Other Publications (1)

1. Bitcoin Price Direction Prediction Using Machine Learning on a Very Small Dataset

Oktem K., TEKEREK A.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , 2025 (ESCI) identifier

2. Development of BiLSTM deep learning model to detect URL-based phishing attacks

Akçam Ö. Ş., TEKEREK A., TEKEREK M.
Computers and Electrical Engineering , vol.123, 2025 (SCI-Expanded) identifier

3. A Hybrid Lightweight Deep Neural Network Approach for Plant Disease Classification Using Self-Attention Mechanism and Transfer Learning

Alramli T. S. D., TEKEREK A.
Tarim Bilimleri Dergisi , vol.31, no.2, pp.392-412, 2025 (SCI-Expanded) identifier

4. Enhancing cybersecurity against ransomware attacks using LSTM deep learning method: A case study on android devices

Karaca H., TEKEREK A.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.28, no.2, 2025 (ESCI) identifier

5. Comparative Analysis of Traditional Machine Learning and Transformer-based Deep Learning Models for Text Classification

Aydın N., Erdem O. A., Tekerek A.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.28, no.2, 2025 (ESCI) identifier

6. Digitization of Printed Multiple Choice Questions Using Object Detection Methods: A Yolov7-Based Approach

Çetinkaya Y., Tekerek A.
Artificial ıntelligence Studies , vol.7, no.2, pp.66-82, 2024 (Peer-Reviewed Journal) Sustainable Development

7. Comprehensive Malware Classification and Visualization with EfficientNet Based Malware Image Transformations

Özten C. U., TEKEREK A.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , 2024 (ESCI)

8. Exploring sustainable development perceptions among higher education students: An empirical study on knowledge, attitudes, and behaviours

TEKEREK A., GÜZEL A.
Cleaner and Responsible Consumption , vol.14, 2024 (ESCI) identifier

9. A Novel Customer Review Analysis System Based on Balanced Deep Review and Rating Differences in User Preference

Almahmood R., YAPICI M. M., TEKEREK A.
IEEE ACCESS , vol.12, pp.128255-128271, 2024 (SCI-Expanded) identifier identifier

10. Machine Learning-Based DDoS Attack Detection on SDN-Based SCADA Systems

Söğüt E., Tekerek A., Erdem O. A.
Gazi Mühendislik Bilimleri Dergisi , vol.9, no.3, pp.596-611, 2023 (Peer-Reviewed Journal) Creative Commons License Sustainable Development identifier

11. A Raspberry Pi based blockchain application on IoT security

Upahm Abas S., DURAN F., TEKEREK A.
Expert Systems with Applications , vol.229, 2023 (SCI-Expanded) identifier identifier

12. A Novel Approach for Prediction of Lung Disease Using Chest X-ray Images Based on DenseNet and MobileNet

TEKEREK A., Al-Rawe I. A. M.
WIRELESS PERSONAL COMMUNICATIONS , 2023 (SCI-Expanded) identifier identifier identifier

13. The Adaptation of Gray Wolf Optimizer to Data Clustering

Tekerek A., Dörterler M.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.25, no.4, pp.1761-1767, 2022 (ESCI) identifier

14. Issues and Solutions in Deep Learning-Enabled Recommendation Systems within the E-Commerce Field

Almahmood R. J. K., TEKEREK A.
APPLIED SCIENCES-BASEL , vol.12, no.21, 2022 (SCI-Expanded) Creative Commons License identifier identifier

15. A NOVEL MALWARE CLASSIFICATION AND AUGMENTATION MODEL BASED ON CONVOLUTIONAL NEURAL NETWORK

Tekerek A., Yapıcı M.
COMPUTERS & SECURITY , vol.1, no.1, pp.1-25, 2022 (SCI-Expanded)

16. A New Artificial Neural Network Model for the Output Voltage and Power Predictions of Permanent Magnet Generators with Variable Air Gaps

Tekerek A., Kurt E., Tekerek M.
Electric Power Components and Systems , vol.50, no.19-20, pp.1131-1142, 2022 (SCI-Expanded) Sustainable Development identifier identifier

17. Artificial neural network analysis on an axial flux permanent magnet generator having variable air gap and power regime

TEKEREK A., KURT E.
SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES , vol.46, no.4, 2021 (SCI-Expanded) identifier identifier

18. Deep learning-based data augmentation method and signature verification system for offline handwritten signature

Yapici M. M., Tekerek A., Topaloğlu N.
PATTERN ANALYSIS AND APPLICATIONS , vol.24, no.1, pp.165-179, 2021 (SCI-Expanded) identifier identifier

19. A novel architecture for web-based attack detection using convolutional neural network

Tekerek A.
COMPUTERS & SECURITY , vol.100, 2021 (SCI-Expanded) Sustainable Development identifier identifier

20. Literature Review of Deep Learning Research Areas

YAPICI M. M., TEKEREK A., TOPALOĞLU N.
Gazi Journal of Engineering Sciences , vol.5, no.3, pp.188-215, 2019 (Peer-Reviewed Journal) Creative Commons License

21. Support Vector Machine Based Spam SMS Detection

TEKEREK A.
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.22, no.3, pp.779-784, 2019 (ESCI) Creative Commons License Sustainable Development identifier

22. Assessing risks and threats with layered approach to Internet of Things security

AYDOS M., Vural Y., TEKEREK A.
MEASUREMENT & CONTROL , vol.52, pp.338-353, 2019 (SCI-Expanded) Creative Commons License identifier identifier

23. DESIGN AND IMPLEMENTATION OF AN ARTIFICIAL INTELLIGENCE-BASED WEB APPLICATION FIREWALL MODEL

Tekerek A., Bay Ö. F.
NEURAL NETWORK WORLD , vol.29, no.4, pp.189-206, 2019 (SCI-Expanded) identifier identifier

24. Design and implementation of a web-based intrusion prevention system: a new hybrid model

TEKEREK A., Gemci C., BAY Ö. F.
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.31, no.3, pp.646-655, 2016 (SCI-Expanded) Creative Commons License identifier identifier

25. Assessment of physics teachers attitudes towards internet use in terms of some variables

TEKEREK M., TEKEREK A., ERCAN O.
World Journal on EducationalTechnology , vol.4, no.1, pp.43-55, 2013 (Scopus)

26. A research on students information security awareness

Tekerek M., Tekerek A.
TURKISH JOURNAL OF EDUCATION , vol.2, no.3, pp.61-70, 2013 (ESCI)

27. Web İçerik Yönetim Sistemi Tasarımı ve Gerçekleştirilmesi

TEKEREK A., BAY Ö. F.
Journal of Polytechnic , vol.12, no.2, pp.85-91, 2009 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences 29

1. Comparative Analysis of Machine Learning Algorithms for Breast Cancer Prediction Using PCA-Based Feature Reduction

GÜNGÖR S., TEKEREK A., POLAT H.
4th International Conference on Applied Intelligence and Informatics (AII 2024), London, Canada, 18 - 20 December 2024, (Full Text)

2. Development of Machine Learning Models for EEG-Based Alzheimer's Diagnosis

EROĞLU E., TEKEREK A.
4th International Conference on Applied Intelligence and Informatics (AII 2024), London, Canada, 18 December 2024, (Full Text)

3. Empowering Furniture Micro-SMEs For Global Markets: A Multi-Stakeholder Course Design

TEKEREK A., GÜZEL A.
17th annual International Conference of Education, Research and Innovation, Sevilla, Spain, 11 - 13 November 2024, pp.6258-6266, (Full Text)

4. FOSTERING SUSTAINABILITY COMPETENCIES IN HIGHER EDUCATION: A MULTIMODAL APPROACH THROUGH TIME2ACT@SD MOOC

Tekerek A., Güzel A.
17th annual International Conference of Education, Research and Innovation, Sevilla, Spain, 11 - 13 November 2024, pp.6920-6926, (Full Text)

5. Assistive Technologies in Higher Education for Special Education: Field Research by Diversasia Project

Çangur E. Y., Tekerek A., Fırat S., Bingöl A. S., Elbasan B.
International Congress on Physiotechnotherapy 2024, Alexandroupoli, Greece, 3 - 05 October 2024, pp.9-10, (Summary Text) Creative Commons License

6. A Deep Learning Model for Effective Detection of Early Stages of Alzheimer's Using MRI Images

GÜNGÖR S., TEKEREK A., BARIŞÇI N.
2024 Conference on Innovations and Applications in Smart Systems (ASYU), Ankara, Turkey, 15 October 2024, (Full Text)

7. Predicting Student Performance with Machine Learning Algorithms

GÜNGÖR S., KANBUR TEKEREK B., TEKEREK A.
EDUCCON 2024 Education Conference, Kahramanmaraş, Turkey, 14 September 2024, (Full Text)

8. Drowsiness Detection and Head Pose Estimation in Online Learning Platforms with Image Processing

Unsal G., Tekerek A.
4th IEEE Interdisciplinary Conference on Electrics and Computer, INTCEC 2024, Illinois, United States Of America, 11 - 13 June 2024, (Full Text) identifier

9. Brain Tumor Detection using Convolutional Neural Networks

ABDULLAHOĞLU M., TEKEREK A.
III. Interdisciplinary Conference on Mechanics, Computers and Electrics, İstanbul, Turkey, 21 October 2023, (Full Text)

10. EVALUATION OF ENVIRONMENT, RECYCLING AND SUSTAINABILITY CONCEPTS IN TERMS OF SPORTS PRACTICES (COMPILATION STUDY)

Kılıç Altnışık E., Pekel H. A., Altunsoy M., Pekel A. Ö., Fırat S., Güzel A., et al.
6. Uluslararası Sosyal ilimler ve İnaovasyo Kongresi, Ankara, Turkey, 25 - 26 February 2023, (Unpublished) Creative Commons License Sustainable Development

11. Fractional Fourier Transform, Image Encryption Using Lorenz's Attractor

Tekerek Ö. E., TEKEREK A.
2nd International Informatics and Software Engineering Conference, Ankara, Turkey, 16 December 2021, (Full Text) identifier identifier

12. Malware Classification Using Convolutional Neural Network

TEKEREK A., YAPICI M. M., AYAZ Z.
Interdisciplinary Conference on Mechanics, Computers and Electrics, Ankara, Turkey, 27 November 2021, (Full Text)

13. Human Recognition Based on Artificial Neural Network by Gait Pattern

TEKEREK A.
INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS SCIENCE ENGINEERING AND HIGH TECH DEVICE APPLICATIONS, Ankara, Turkey, 2 - 04 October 2020, (Full Text)

14. Artificial Neural Network Design for an Axial Flux Permanent Magnet Generator

TEKEREK A., KURT E.
8. European Conference on Renewable Energy Systems, İstanbul, Turkey, 24 - 25 August 2020, (Full Text)

15. Implementation of Blockchain Based Distributed Web Attack Detection Application

Tanrıverdi M., Tekerek A.
UBMYK 2019: I. International Informatics and Software Engineering Conference, Ankara, Turkey, 6 - 07 November 2019, pp.16-21, (Full Text) identifier

16. Danışman Eğitimine Yönelik Kullanıcı Etkileşimli Video Açıklama Aracı Geliştirilmesi

DAĞAOTURAN A., TEKEREK A., TEKEREK M.
13th International Computer and Instructional Technology Symposium (ICITS 2019), Kırşehir, Turkey, 2 - 04 May 2019, pp.680-687, (Full Text)

17. Türkçe İçin Derin Öğrenme Tabanlı Doğal Dil İşleme ModeliGeliştirilmesi

BABÜROĞLU B., TEKEREK A., TEKEREK M.
13th International Computer and Instructional Technology Symposium (ICITS 2019), Kırşehir, Turkey, 2 - 04 May 2019, pp.671-679, (Full Text)

18. Performance Comparison of Convolutional Neural Network Models on GPU

Yapici M. M., TEKEREK A., TOPALOĞLU N.
13th IEEE International Conference on Application of Information and Communication Technologies (AICT), Baku, Azerbaijan, 23 - 25 October 2019, pp.164-167, (Full Text) identifier identifier

19. Development Of Mobile Learning Platform For Caregivers Of Children With Cerebral Palsy

TEKEREK A., GÜZEL A., ELBASAN B., FIRAT S.
EDUCCON – Educcon Education Conference- Education 4.0 Studies, Ankara, Turkey, 27 - 28 September 2018, pp.30, (Summary Text)

20. Eğitimde Veri Madenciliği ve Uygulamaları

TEKEREK A., AYDOS M.
Educcon 2018 Education Conference, Ankara, Turkey, 27 - 28 September 2018, pp.52-60, (Full Text)

21. Spam E-Mail Detection Based On Machine Learning

TEKEREK A., BAY Ö. F.
Conference: 7th International Conference on Advanced Technologies (ICAT’xx18), 28 April - 01 May 2018, (Full Text)

22. Convolutional Neural Network Based Offline Signature Verification Application

Yapici M. M., TEKEREK A., TOPALOĞLU N.
International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT), Ankara, Turkey, 3 - 04 December 2018, pp.30-34, (Full Text) Sustainable Development identifier

23. Anlamsal Web Arama Motoru Geliştirllmesi

TEKEREK A., DÖRTERLER M.
1st International Turkish World Enginering and Science Congress, Antalya, Turkey, 7 - 10 December 2017, (Full Text)

24. Development of Web Application Firewall Interface WAFI

TEKEREK A., BAY Ö. F.
International Conference on Advanced Technology Sciences (ICAT’Rome), ROMA, Italy, 23 - 25 November 2016, (Full Text)

25. Development of a Hybrid Web Application Firewall to Prevent Web Based Attacks

TEKEREK A., Gemci C., BAY Ö. F.
8th IEEE International Conference on Application of Information and Communication Technologies (AICT), Astana, Kazakhstan, 15 - 17 October 2014, pp.51-54, (Full Text) identifier identifier

26. Veri madenciliği süreçleri ve açık kaynak kodlu veri madenciliği araçları

TEKEREK A.
Akademik Bilişim, 2011, Malatya, Turkey, 2 - 04 February 2011, vol.11, pp.2-4, (Full Text)

27. A descriptive study about internet use attitudes of physics teachers

TEKEREK M., ERCAN O., TEKEREK A.
3rd World Conference on Educational Sciences (WCES), İstanbul, Turkey, 3 - 07 February 2011, vol.15, pp.3758-3762, (Full Text) identifier identifier

28. Implementation of a Web Content Management System for the Students Club Works

TEKEREK M., TEKEREK A.
Proceedings of 9th International Educational Technology Conference (IETC2009), Ankara, Turkey, 6 - 08 May 2009, pp.57-63, (Full Text)

29. An Application for Computer Aided Design of Card Stunt Systems

TEKEREK M., TEKEREK A.
Proceedings of 9th International Educational Technology Conference (IETC2009), Ankara, Turkey, 6 - 08 May 2009, pp.282-288, (Full Text)
Books 13

1. Applied Assistive Technologies and Informatics for Students with Disabilities

Tekerek A., Fırat S., Bingöl A. S., Güzel A., Elbasan B.
Springer, London/Berlin , Velluru, 2024

2. Assistive Technologies in Higher Education for Special Education

Tekerek A., Fırat S., Bingöl A. S., Güzel A., Elbasan B.
in: Applied Assistive Technologies and Informatics for Students with Disabilities, Rajesh Kaluri,Mufti Mahmud,Thippa Reddy Gadekallu,Dharmendra Singh Rajpu,Kuruva Lakshmanna, Editor, Springer, London/Berlin , Singapore, pp.135-151, 2024 Sustainable Development

3. Autonomous Abilities, Speech, Movement and Perceptions

TEKEREK A., TEKEREK B., Şimşir R.
in: FUNDAMENTALS OF SOCIAL HUMANOID ROBOT PROGRAMMING, TEKEREK MEHMET, PALACZ MAGDALENA, Editor, Necmettin Erbakan Üniversitesi Yayınları, Konya, pp.209-242, 2024

4. Assistive Technologies in Higher Education for Special Education

TEKEREK A., FIRAT S., BİNGÖL A. S., GÜZEL A., ELBASAN B.
in: Applied Assistive Technologies and Informatics for Students with Disabilities, Kaluri Rajesh, Editor, Springer, pp.1-16, 2024

5. Assistive Technologies in Higher Education for Special Education

TEKEREK A., FIRAT S., BİNGÖL A. S., GÜZEL A., ELBASAN B.
in: Applied Assistive Technologies and Informatics for Students with Disabilities, , Editor, Springer, Singapore, pp.135-152, 2024

6. Basics of Creating Animation with Pepper

TEKEREK A., CİĞERLİOĞLU O.
in: FUNDAMENTALS OF SOCIAL HUMANOID ROBOT PROGRAMMING , TEKEREK MEHMET, PALACZ MAGDALENA, Editor, Necmettin Erbakan Üniversitesi Yayınları, Konya, pp.347-384, 2024

7. Güvenli Yazılım Geliştirme

TEKEREK A., BAY Ö. F.
in: Bilişim Teknolojileri Güvenliği , Yalçın Nursel, Çakır Hüseyin, Editor, Nobel Akademik Yayıncılık, Ankara, pp.120-140, 2023

8. Güvenli Yazılım Geliştirme

TEKEREK A., BAY Ö. F.
in: Bilişim Teknolojileri Güvenliği, Yalçın Nursel, Çakır Hüseyin, Editor, Nobel Akademik Yayıncılık, Ankara, pp.120-140, 2023

9. Web Servisleri

Tekerek A.
in: İnternet Programcılığı II, Doç. Dr. Oktay Yıldız, Editor, Atatürk Üniversitesi Açıköğretim Fakültesi Yayını, Erzurum, pp.294-312, 2022

10. Sağlık Hizmetlerinde Büyük Veri ve Bulut Tabanlı Sistemler

GÜZEL A., TEKEREK A.
in: Sağlık Yönetiminde Çağdaş Gelişmeler, Zekai Öztürk, Editor, Nobel Akademik Yayıncılık, Ankara, pp.313-332, 2022

11. Güvenli Web Programlama

Tekerek A.
in: İnternet Programcılığı II, Doç. Dr. Oktay Yıldız, Editor, Atatürk Üniversitesi Açıköğretim Fakültesi Yayını, Erzurum, pp.313-332, 2022

12. Web Servisleri

TEKEREK A.
in: İnternet Programcılığı II, Oktay YILDIZ, Editor, Atatürk Üniversitesi Açıköğretim Fakültesi Yayını, Erzurum, pp.294-312, 2022

13. SIZMA TESTLERİ

TEKEREK A., Vural Y.
in: Siber Güvenlik ve Savunma Problemler ve Çözümler 2, Şeref Sağıroğlu, Mustafa Şenol, Editor, Grafiker Yayınlar, Ankara, pp.437-456, 2019
Metrics

Publication

69

Publication (WoS)

20

Publication (Scopus)

20

Citation (WoS)

314

H-Index (WoS)

10

Citation (Scopus)

466

H-Index (Scopus)

11

Citation (Scholar)

1000

H-Index (Scholar)

17

Total Citation Count

1000

Project

15

Thesis Advisory

5

Open Access

9
UN Sustainable Development Goals