Prof. OSMAN AYHAN ERDEM

Publication Network

Articles 49

1. Hybrid Optimization and Explainable Deep Learning for Breast Cancer Detection

Mustafa M. A., ERDEM O. A., SÖĞÜT E.

Applied Sciences (Switzerland) , vol.15, no.15, 2025 (SCI-Expanded)

2. Use of Chest X-ray Images and Artificial Intelligence Methods for Early Diagnosis of COVID-19

Mustafa M. A., Erdem O. A., Söğüt E.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , 2025 (ESCI, TRDizin) Sustainable Development

3. 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)

4. RELATIONSHIP BETWEEN SCADA SYSTEMS AND CYBER SECURITY: MINI SYSTEMATIC REVIEW

Söğüt E., Erdem O. A.

Engineering Sciences , vol.19, no.4, pp.56-66, 2024 (Peer-Reviewed Journal)

5. Adaptive Hybrid Application Protocol for IoT

Özdoğan E., Erdem O. A., Özalp A. N.

Acta Polytechnica Hungarica , vol.21, no.2, pp.271-290, 2024 (SCI-Expanded)

6. Children's Sentiment Analysis from Texts by Using Weight Updated Tuned with Random Forest Classification

Ahmed Bilal A., Erdem O. A., Toklu S.

IEEE Access , vol.12, pp.70089-70104, 2024 (SCI-Expanded, Scopus)

7. 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)

8. Detection of Different Windows PE Malware Using Machine Learning Methods

Koçak A., Söğüt E., Alkan M., Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.26, no.3, pp.1185-1197, 2023 (ESCI)

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

Söğüt E., Erdem O. A.

Gazi Mühendislik Bilimleri Dergisi , vol.1, no.1, pp.1-10, 2023 (Peer-Reviewed Journal)

10. A Multi-Model Proposal for Classification and Detection of DDoS Attacks on SCADA Systems

Söğüt E., Erdem O. A.

APPLIED SCIENCES , vol.13, no.10, pp.1-20, 2023 (SCI-Expanded, Scopus) Sustainable Development

11. Detecting Different Types of Distributed Denial of Service Attacks

Söğüt E., Oyucu S., Erdem O. A.

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.9, no.1, pp.12-25, 2021 (Peer-Reviewed Journal)

12. HYBRID APPLICATION LAYER PROTOCOL DESIGN FOR INTERNET OF THINGS

Özdoğan E., Erdem O. A.

Mühendislik Bilimleri ve Tasarım Dergisi , vol.8, no.1, pp.285-304, 2020 (Peer-Reviewed Journal)

13. Cyber Terror Attack Analysis for Industrial Control Systems (SCADA)

Söğüt E., Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.23, pp.557-566, 2020 (ESCI, TRDizin)

14. Real-time anomaly detection and mitigation using streaming telemetry in SDN

Kurt C., Erdem O. A.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.28, pp.2448-2466, 2020 (SCI-Expanded, Scopus, TRDizin)

15. Statistical Edge Detection and Circular Hough Transform for Optic Disk Localization

ÜNVER H. M., Kokver Y., Duman E., ERDEM O. A.

APPLIED SCIENCES-BASEL , vol.9, no.2, 2019 (SCI-Expanded, Scopus) Sustainable Development

16. Anomaly Detection in Videos Using Optical Flow and Convolutional Autoencoder

Duman E., Erdem O. A.

IEEE ACCESS , vol.7, pp.183914-183923, 2019 (SCI-Expanded, Scopus) Sustainable Development

17. Development of Reserved Reliable Flow Control Algorithm in Mobile Ad Hoc Networks

DOĞRU İ. A., ERDEM O. A., AKCAYOL M. A.

Gazi Journal of Engineering Sciences , vol.4, no.3, pp.144-156, 2018 (Peer-Reviewed Journal)

18. Applying a multi-sensor system to predict and simulate the tool wear using artificial neural networks

Salimiasl A., Erdem A., Rafighi M.

SCIENTIA IRANICA , vol.24, no.6, pp.2864-2874, 2017 (SCI-Expanded, Scopus)

19. Multi Featured Content Based Image Retrieval Using Color and Texture Features

Ayan M., ERDEM O. A., BİLGE H. Ş.

Applied Mechanics and Materials , vol.850, pp.136-143, 2016 (Peer-Reviewed Journal)

20. Deciding Clustering Algorithms for Wireless Sensor Networks

Murad A MOHAMMED A., ERDEM O. A.

Published in IOSR Journal of Engineering , vol.5, no.6, pp.8-14, 2015 (Peer-Reviewed Journal)

21. YENİ BİR AĞ GÜVENLİĞİ YAKLAŞIMI: DİNAMİK ZEKİ GÜVENLİK DUVARI MİMARİSİ

Erdem O. A., Kocaoğlu R.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.29, no.4, pp.707-715, 2014 (SCI-Expanded)

22. Mesleki Eğitimde Etkileşimli 3B Eğitimin Uygulanması ve Streoskopik 3B Teknolojisi Kullanımı

Güler O., Erdem O. A.

Bilişim Teknolojileri Dergisi , vol.7, no.3, pp.1-11, 2014 (Peer-Reviewed Journal)

23. Sanal Ortam Ağlarında 6to4 Otomatik Tünelleme Yöntemi ile Performans Değerlendirilmesi

Arsan A. H., ERDEM O. A.

INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.7, no.2, pp.1-10, 2014 (Peer-Reviewed Journal)

24. Forest Fire Behavior Prediction With Multivariate Regression

Erdem O. A.

NWSA-Technological Applied Sciences , vol.9, no.3, pp.13-21, 2014 (Peer-Reviewed Journal)

25. Sanal Altyapı Ortamında Farklı İşletim Sistemi Kullanarak IPv4 ve IPv6 Performans Değerlendirmesi/ Performance Analysis of IPv4 vs IPv6 in Virtual Environment Using Different Operating Systems

ERDEM O. A., Arsan Adnan Hameed H.

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.30, no.2, pp.101-106, 2014 (Peer-Reviewed Journal)

26. BSC-MAC: Energy efficiency in wireless sensor networks with base station control

Toklu S., ERDEM O. A.

COMPUTER NETWORKS , vol.59, pp.91-100, 2014 (SCI-Expanded, Scopus) Sustainable Development

27. A NEW APPROACH FOR NETWORK SECURITY: DYNAMIC INTELLIGENT FIREWALL ARCHITECTURE

ERDEM O. A., Kocaoglu R.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.29, no.4, pp.707-715, 2014 (SCI-Expanded, Scopus, TRDizin)

28. Yazılım Projelerinin Geliştirme Sürecinde Yönetim

ERDEM O. A., Aleaa E. Y.

Bilişim Teknolojileri Dergisi , vol.7, no.1, pp.1-9, 2014 (Peer-Reviewed Journal)

29. Kablosuz Algılayıcı Ağlarda Enerji Verinmli MAC Protokolleri

TOKLU S., ERDEM O. A.

DEÜ Mühendislik Fakültesi Mühendislik Bilimleri Dergisi , vol.15, no.3, pp.47-67, 2013 (Peer-Reviewed Journal)

30. Tıbbi Verilerin GPRS ile Gerçek Zamanlı İzlenmesi

Hüssein A., ERDEM O. A.

Gazi Üniversitesi Fen Bilimleri Dergisi , vol.1, no.1, pp.93-101, 2013 (Peer-Reviewed Journal)

31. IDLE ve POWER DOWN Güç Durumunun Enerji Başarım Değerlendirmesi

TOKLU S., ERDEM O. A.

Bilişim Teknolojileri Dergisi , vol.5, no.3, pp.35-40, 2012 (Peer-Reviewed Journal)

32. Öğrenci Başarısını Etkileyen Faktörlerin Veri Madenciliği Yöntemleriyle İncelenmesi

Kurt Ç., Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.15, no.2, pp.111-116, 2012 (ESCI)

33. Yazılım Projelerinde Risk Yönetimi

ERDEM O. A., Younis A.

Bilişim Teknolojileri Dergisi , vol.1, no.1, pp.1-5, 2012 (Peer-Reviewed Journal)

34. Finansal Piyasalarda Trend Analizine Yardımcı Olacak İndikatörlerin Geliştirilmesi

ERDEM O. A., ÇETİNET E.

Gazi Üniversitesi Bilişim Enstitüsü, Bilişim Teknolojileri Dergisi , vol.4, no.2, pp.1-10, 2011 (Peer-Reviewed Journal)

35. Kablosuz Bilgisayar Ağlarının Performanslarının Karşılaştırmalı Olarak İncelenmesi

ERDEM O. A., NESLİHAN T.

INTERNATIONAL JOURNAL OF INFORMATICS TECHNOLOGIES , vol.2, no.2, pp.1-10, 2009 (Peer-Reviewed Journal)

36. Genel ve Yerel Seçimler İçin Web Tabanlı Uygulama ESeçim

ERDEM O. A., ERKAYMAZ O.

EJournal of New World Sciences Academy Technologial Applied Sciences , vol.4, no.2, pp.136-150, 2009 (Peer-Reviewed Journal)

37. THE CONSTITUTE OF INTERNATIONAL ELECTRONIC DATABASE FOR THE CATTLES IDENTIFYING AND APPLICATION IN TÜRKİYE

ERDEM O. A., TUNA H.

E-Journal of New World Sciences Academy , vol.3, no.2, pp.268-287, 2008 (Peer-Reviewed Journal)

38. Aort Yetmezliği Ve Darlığının Hızlı Fourıer Dönüşümü ve Ar Yöntemleriyle Belirlenmesi

BARIŞCI N., ERDEM O. A.

EJournal of New World Sciences Academy, , vol.3, no.1, pp.107-116, 2008 (Peer-Reviewed Journal)

39. Kavşak trafik sinyalizasyon sistemi için bulanık mantık tabanlı gerçek zamanlı denetleyici tasarımı ve uygulaması

ERDEM O. A.

Journal of New World Sciences Academy , vol.2, no.4, pp.241-255, 2007 (Peer-Reviewed Journal)

40. İnternet tabanlı uzaktan güvenlik sistemi tasarımı ve uygulaması

ERDEM O. A., AKCAYOL M. A., Haydar T.

eJournal of New World Sciences Academy , vol.2, no.2, pp.78-86, 2007 (Peer-Reviewed Journal)

41. Importance of cytokines, oxidative stress and expression of BCL-2 in the pathogenesis of non-alcoholic steatohepatitis

Torer N., Ozenirler S., ATAK YÜCEL A., Bukan N., ERDEM O. A.

SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY , vol.42, no.9, pp.1095-1101, 2007 (SCI-Expanded, Scopus) Sustainable Development

42. Internet based remote security system design and implementation

ERDEM O. A., AKCAYOL M. A., TUNA H.

e-Journal of New World Sciences Academy Natural and Applied Sciences , vol.2, no.2, pp.78-86, 2007 (Peer-Reviewed Journal)

43. PICTool: Integrated hardware and software for teaching/learning FLC using microcontrollers

ERDEM O. A., Akcayol M. A., Orman A.

INTELLIGENT AUTOMATION AND SOFT COMPUTING , vol.12, no.4, pp.411-417, 2006 (SCI-Expanded)

44. Turkish Times New Roman, Arial, and handwriting characters recognition by Neural Network Yapay Ṡinir Aǧlari i̇le Türkçe Times New Roman, Arial ve elyazisi Karakterleri̇ Tanima

Erdem O. A., Uzun E.

Journal of the Faculty of Engineering and Architecture of Gazi University , vol.20, no.1, pp.13-19, 2005 (SCI-Expanded)

45. An educational tool for fuzzy logic controller and classical controllers

Akçayol M. A., Elmas Ç., Erdem O. A., Kurt M.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , vol.12, no.2, pp.126-135, 2004 (SCI-Expanded, Scopus)

46. Bulanık Mantık Denetimi ile Kavşaklarda Trafik Denetimi Sağlayan Yazılım

Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.3, no.3, pp.87-96, 2000 (ESCI)

47. Benefits of data compressing in computers

ERDEM O. A., AKCAYOL M. A., AYDIN E.

Gazi University Journal of Science , vol.8, no.1, pp.46-55, 1995 (ESCI)

48. Bilgisayarlarda veri sıkıştırma ile elde edilecek kazanımlar

ERDEM O. A., AKCAYOL M. A., AYDIN E.

Gazi Üniversitesi Fen Bilimleri Enstitüsü , vol.8, no.1, pp.46-55, 1995 (Peer-Reviewed Journal)

49. Disk tipi asenkron motor ve parametrelerinin tayini

Coşkun İ., Erdem O. A.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.2, no.1, pp.99-114, 1989 (ESCI)

Papers Presented at Peer-Reviewed Scientific Conferences 28

1. Comparative Analysis of SMOTE-Enhanced Deep Learning and Machine Learning Models on a SCADA Dataset

Söğüt E., Koçak A., Erdem O. A.

18th International Conference on Information Security and Cryptology (ISCTürkiye), Ankara, Turkey, 22 - 23 October 2025, pp.1-5, (Full Text)

2. Generative Pre-trained Transformer (GPT) Models for Irony Detection and Classification

Aytekin M. U., ERDEM O. A.

4th International Informatics and Software Engineering Conference-IEEE 2023, Ankara, Turkey, 21 - 22 December 2023, vol.3, no.22, pp.1-8, (Full Text)

3. Attack Detection on Testbed for Scada Security

Söğüt E., Erdem O. A.

4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering ICAIAME 2022, Baku, Azerbaijan, 26 April 2022, vol.4, no.1, pp.415-422, (Full Text)

4. Applying Sentiment Analysis on Children's Stories

Bilal A. A., ERDEM O. A., TOKLU S.

4th International Informatics and Software Engineering Conference, IISEC 2023, Ankara, Turkey, 21 - 22 December 2023, no.108, (Full Text)

5. A Research On The New Generation Artificial Intelligence Technology Generative Pretraining Transformer 3

Aydin N., Erdem O. A.

3rd International Informatics and Software Engineering Conference, IISEC 2022, Ankara, Turkey, 15 - 16 December 2022, (Full Text)

6. Performance Analysis of Between Software Defined Wireless Network and Mobile Ad Hoc Network Under DoS Attack

Polat H., Söğüt E., Polat O., Erdem O. A.

2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, 11 - 13 October 2019, (Full Text)

7. Hybrid Application Layer Protocol Design for IoT Environments

Özdoğan E., Erdem O. A.

6th International Conference on Computer Science, Engineering and Information Technology (CSEIT-2019), Zürich, Switzerland, 22 - 24 November 2019, pp.267-286, (Full Text)

8. Performance Comparison of the IEEE 802.15.4 Standard (ZigBee) Topologies

Söğüt E., Erdem O. A.

8th International Conference on Advanced Technologies (ICAT’19), Sarajevo, Bosnia And Herzegovina, 26 - 30 August 2019, pp.315-319, (Full Text)

9. Anomaly Detection in Crowded Scenes Using Unsupervised Spatiotemporal Autoencoder

DUMAN E., ERDEM O. A.

5th International Conference on Engineering and Natural Sciences (ICENS 2019), 12 - 16 June 2019, (Summary Text)

10. Twıtter’da tweet ve hesap tabanlı spam tespiti

GÜNGÖR K. N., ERDEM O. A., DOĞRU İ. A.

ICAIME 2019- Yapay Zeka ve Uygulamalı Matematik 2019 Uluslararası Konferansı’xx, Antalya, Turkey, 20 - 22 April 2019, vol.1, pp.898-905, (Full Text)

11. A Statistical Edge Detection Framework for Noisy Images

Duman E., Erdem O. A.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018, (Full Text) Sustainable Development

12. Using Agent System In Intrusion Detection System

Söğüt E., Erdem O. A., Çetin A.

10. Uluslararası Bilgi Güvenliği ve Kriptoloji Konferansı, Ankara, Turkey, 20 - 21 October 2017, pp.52-55, (Full Text)

13. Early Diagnosis of Breast Cancer Using Data Mining And Machine Learning Methods

Söğüt E., Erdem O. A.

3rd INTERNATIONAL CONFERENCE ON ENGINEERING AND NATURAL SCIENCES (ICENS 2017), Budapest, Hungary, 3 - 07 May 2017, pp.163, (Summary Text)

14. Günümüzün Vazgeçilmez Sistemleri: Nesnelerin Haberleşmesi ve Kullanılan Teknolojiler

Söğüt E., Erdem O. A.

2017 Akademik Bilişim Konferansları, Aksaray, Turkey, 8 - 10 February 2017, pp.1-8, (Full Text)

15. Recommendations for xDSL Technologies and Applications

Söğüt E., Oyucu S., Erdem O. A., Polat H.

3rd International Conference on Engineering and Natural Sciences (ICENS 2017), Budapest, Hungary, 3 - 07 May 2017, pp.1166-1172, (Full Text)

16. Recommendations for xDSL Tecnologies and Applications

SÖĞÜT E., OYUCU S., ERDEM O. A., POLAT H.

3rd International Conference on Engineering and Natural Science, Budapest, Hungary, 3 - 07 May 2017, (Summary Text)

17. An Adaptive Gaussian Filter For Edge-Preserving Image Smoothing

KÖKVER Y., DUMAN E., ERDEM O. A., ÜNVER H. M.

International Conference on Mathematics and Mathematics Education (ICMME - 2017), Harran, 11 - 13 May 2017, pp.412-413, (Summary Text)

18. Automatic Landmark Detection through Circular Hough Transform in Cephalometric X-rays

Duman E., Kokver Y., ÜNVER H. M., ERDEM O. A.

10th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 30 November - 02 December 2017, pp.583-587, (Full Text)