Publications

Articles

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

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

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) identifier identifier

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)

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

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

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

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

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)

Support Vector Machine Based Spam SMS Detection

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

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) identifier identifier

Papers Published in Refereed Scientific Meetings

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)

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)

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

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)

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)

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)

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)

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

Books & Book Chapters

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