Yunus Özen

Free software advocate

Portrait of Dr. Yunus Özen

Dr. Yunus Özen

Assistant Professor

Department of Computer Engineering

Head, Digital Forensics Division

Director, Cyber Security Application and Research Center

Yalova University · Türkiye

Google Scholar · GitHub · LinkedIn

Research interests: Internet of Things, AI-enabled connected systems, wireless sensor networks, quality of service, and applied algorithms.

Selected publications

All publications (24)
  1. Bitcoin Price Forecasting Leveraging X Data and Sentiment Indicators Via an LSTM-Enhanced Deep Learning Architecture
    Y. Ozen, M. A. A. Alwindawi · 1 citation
  2. Data Privacy in Machine Learning: Challenges and Federated Learning Solutions
    G. Z. Özen, Y. Özen
  3. Forecasting Bitcoin Prices Using LSTM and Sentiment Analysis: A Hybrid Deep Learning Approach with X Data
    Y. Ozen, M. A. Alwindawi
  4. A new priority aware routing protocol for efficient emergency data transmissions in MANETs
    Y. Ozen, G. Z. Ozen · 11 citations
  5. Transformer Kodlayıcı ve Zaman-Frekans Görüntüleri Kullanarak Otomatik Uyku Evreleri Sınıflandırması
    G. Z. Ozen, Y. Ozen
  6. Bluetooth Low Energy ile Ses Yayını ve Multimedya Destekli Haberleşme
    F. Balki, R. Aslantas, F. Toptas, E. Gümüşkaynak, T. Çelik, Y. Ozen
  7. Giyilebilir EEG Cihazı Yardımıyla Otomatik Uyku Evrelemesi
    Y. Özen, G. Z. Özen
  8. İnsansız Hava Aracı Sürüleri İçin Yönlendirme Protokolü Tasarımı ve Gerçeklenmesi
    T. B. Kayrancıoğlu, Y. Özen
  9. Artificial Bee Colony algorithm based hyper-parameter optimization for convolutional neural networks
    K. Özdemir, Y. Özen, A. Tuncer · 2 citations
  10. Sleep Analysis Using Smart Wearable Devices
    G. Z. Ozen, Y. Ozen
  11. Detection of apple leaf diseases using Faster R-CNN
    M. Sardoğan, Y. Özen, A. Tuncer · 23 citations
  12. Faster R-CNN Kullanarak Elma Yaprağı Hastalıklarının Tespiti
    M. Sardoğan, Y. Özen, A. Tuncer · 6 citations
  13. A Convolutional Neural Network Based on Raw Single Channel EEG for Automatic Sleep Staging
    G. Özen, R. Sultanov, Y. Özen, Z. Y. Güneş · 4 citations
  14. Hareketli-Acil Tasarsız Ağlar İçin Öncelik Farkındalıklı Yeni Bir Yönlendirme Protokolü
    O. Ozkaya, Y. Ozen, A. Tepecik
  15. Performance comparison and analysis of Linux block I/O schedulers on SSD
    Y. Ozen, A. Yildirim · 4 citations
  16. Evrişimsel Sinir Ağları ile Borsa Endeksinin Yön Tahmini
    Y. Özen, A. Tuncer
  17. Plant leaf disease detection and classification based on CNN with LVQ algorithm
    M. Sardogan, A. Tuncer, Y. Ozen · 667 citations
  18. 2018 3rd International Conference on Computer Science and Engineering (UBMK)
    M. Sardogan, A. Tuncer, Y. Ozen · 15 citations
  19. urgMAC: A new traffic and QoS-aware cross-layer MAC protocol for wireless multimedia sensor networks
    Y. Ozen, C. Bayilmis · 9 citations
  20. Kablosuz Çokluortam Algılayıcı Ağlar İçin QoS Destekli ve Uyarlanabilir MAC Protokolü Tasarımı
    Y. Özen
  21. Android based energy aware real-time location tracking system
    Y. Ozen, O. Ozdemir, N. Bandirmali · 9 citations
  22. Two tiered service differentiation mechanism for wireless multimedia sensor network MAC layers
    Y. Özen, N. Bandırmalı, C. Bayılmış · 9 citations
  23. Two tiered service differentiation and data rate adjustment scheme for WMSNs cross layer MAC
    Y. Ozen, C. Bayilmis, N. Bandirmali, I. Erturk · 6 citations
  24. E-devlet uygulaması çalışanlarına yönelik tümleşik E-öğrenme katmanı
    Y. Özen

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Supervised theses

Supervised at Yalova University, Department of Computer Engineering.

  1. Bitcoin Price Forecasting Leveraging X Data and Sentiment Indicators via an LSTM-Enhanced Deep Learning Architecture
    Mohammedamen Azal Refaat Alwindawi · M.Sc. thesis · YÖK Thesis Centre, Thesis No. 1006581
  2. A Comparative Evaluation of Simulation Environments for Network Slicing in 5G and Beyond 5G Systems
    Nima Ghasemi Parvin · M.Sc. thesis · YÖK Thesis Centre, Thesis No. 1006362
  3. Mobility Aware Routing Protocol for FANETs
    Türkalp Burak Kayrancıoğlu · M.Sc. thesis · YÖK Thesis Centre, Thesis No. 1005985
  4. Intelligent Cluster Control of Transmission Line Inspection Based on Optimized 5G Communication Algorithms for Drones
    Hadeer ALHAYAZEI · Thesis · YÖK thesis record and link pending.

Teaching

Undergraduate courses

  • BSM354 Computer Networks
  • BSM301 Operating Systems
  • BSM437 Wireless Networked Systems

Graduate courses

  • BSM542 Advanced Computer Networks
  • BSM614 Computer Network Security
  • BSM592 IoT-Based Application Development

Awards