Mehmet Ali Ertürk, PhD
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Mehmet Ali Ertürk, PhD

Publications

Journal Publications

  • Huseynov K., Erturk, M.A, M. Ozdem, and Canberk, B. ‘AI-enabled KPM Granularity Control xApp for O-RAN Digital Twins‘, IEEE Communications Standards Magazine, March 2026, Scopus Journal Quartile: Q1.

  • Yuce, M.F., Erturk, M.A., Aydin, M.A., Privacy-preserving VPN handshakes with Schnorr-based zero-knowledge proofs, Computers & Security, Volume 166, 2026, 104887, ISSN 0167-4048, https://doi.org/10.1016/j.cose.2026.104887.

  • Duran, K., Cakir, LV., Yigit, Y., Huseynov, K., Kusu, R., Erturk M.A., Canberk, B., “Toward Digital Twin-as-a-Service (DTaaS) Platforms: A Survey on Architecture, Design Requirements, and Performance Metrics,” in IEEE Communications Surveys & Tutorials, vol. 28, pp. 1845-1878, 2026, doi: 10.1109/COMST.2025.3635582.

  • Eriş, H. A., Aydın, M. A., & Erturk, M. A. (2026). Toward patient-specific digital twin models of disease progression using sequential medical imaging and EHR data. Applied Sciences, 16(4), 2104. doi:https://doi.org/10.3390/app16042104

  • Kahraman M.,Mutlu U., Ozbek H., Boz EB, Cakmak R., Kurt S., Dudukcu H., Yildiz h., Erturk MA, et.all, Efficacy of synchronized diabetes monitoring system in patients with type 2 diabetes: Preliminary results of a pilot, randomized clinical trial, Primary Care Diabetes, Volume 20, Issue 1, 2026, Pages 36-46, ISSN 1751-9918,https://doi.org/10.1016/j.pcd.2025.11.005.

  • Erturk, M.A., Al-Dubai, A., Gursu, K., Canberk, B., A Digital Twin model for predicting wind turbine performance using federated learning, Energy, Volume 337, 2025, 138644, ISSN 0360-5442, https://doi.org/10.1016/j.energy.2025.138644.

  • Yuce, M.F., Erturk, M.A. and Aydin, M.A., Misbehavior Detection With Collective Perception in V2X Networks: A Survey, Transactions on Emerging Telecommunications Technologies 36, no. 10 (2025): e70267, https://doi.org/10.1002/ett.70267.

  • Saraç, M. S., & Ertürk, M. A. (2025). Forecasting the Number of Electric Vehicles in Turkey Towards 2030: SARIMA Approach. Energies, 18(18), 4808. https://doi.org/10.3390/en18184808

  • Yigit Y., Erturk, M.A., Gursu, K., Canberk B. (2025). PRZK-Bind: A Physically Rooted Zero-Knowledge Authentication Protocol for Secure Digital Twin Binding in Smart Cities, https://arxiv.org/abs/2508.17913

  • Yuce, M.F., Keskin, O., Yerlikaya, E., Akmaz, M.Y., Kirca, A., Yiltas-Kaplan, D., Erturk, M.A., Gurkas-Aydin, Z., Turna, Ö.C., Buyukakkaslar, M.T., Durukan-Odabaşı, Ş., Aydin, M.A. (2025).WireGuard-AES: Hardware based encryption to WireGuard for VPN gateways,SoftwareX,Volume 31,2025,102314,ISSN 2352-7110, https://doi.org/10.1016/j.softx.2025.102314.

  • Ozogur, G., Gurkas-Aydin, Z., & Erturk, M. A. (2025). Is Malware Detection Needed for Android TV? Applied Sciences, 15(5), 2802, https://doi.org/10.3390/app15052802.

  • Yuce, M. F., Erturk, M. A., & Aydin, M. A. (2024). Misbehavior detection with spatio-temporal graph neural networks. Computers and Electrical Engineering, 116, 109198, https://doi.org/10.1016/j.compeleceng.2024.109198.

  • Met, I., Erkoc, A., Seker, S. E., Erturk, M. A., & Ulug, B. (2024). Product Recommendation System With Machine Learning Algorithms for SME Banking. International Journal of Intelligent Systems, 2024(1), 5585575, https://doi.org/10.1155/2024/5585575.

  • Korkmaz, H., Ertürk, M. A., & Adak, M. (2024). Trafik Kaza Süresinin Tahmini İçin Topluluk Ağacı ve Sinir Ağları Performansının Karşılaştırılması. Journal of Transportation and Logistics, 9(1), 20-47, https://doi.org/10.26650/JTL.2024.1444128.

  • Korkmaz, H., & Erturk, M. A. (2024). Prediction of the traffic incident duration using statistical and machine-learning methods: A systematic literature review. Technological Forecasting and Social Change, 207, 123621, https://doi.org/10.1016/j.techfore.2024.123621.

  • Kahraman, M., Dudukcu, H. V., Kurt, S., Yildiz, H., Aydin, N., Mutlu, U., Cakmak, R., Boz, E. B., Ozbek, H. E., & Erturk, M. A. (2024). Synchronized Diabetes Monitoring System: Development of Smart Mobile Apparatus for Diabetes Using Insulin. IRBM, 45(5), 100852, https://doi.org/10.1016/j.irbm.2024.100852.

  • Ertürk, M. A. (2024). Internet of Things (IOT) Applications in Logistics and Supply Chain Management. In Contemporary Challenges and Practices in Logistics and Supply Chain Management.

  • Ertürk, M. A. (2024). Comparison of Time Series Forecasting for Intelligent Transportation Systems in Digital Twins.

  • Buyukakkaslar, M. T., Erturk, M. A., & Aydin, M. A. (2024). A review on radar-based human detection techniques. Sensors, 24(17), 5709, https://doi.org/10.3390/s24175709.

  • Ozogur, G., Erturk, M. A., Gurkas Aydin, Z., & Aydin, M. A. (2023). Android Malware Detection in Bytecode Level Using TF-IDF and XGBoost. The Computer Journal, 66(9), 2317–2328, https://doi.org/10.1093/comjnl/bxac198.

  • Ertürk, M. A. (2023). Time Series Prediction with Digital Twins in Public Transportation Systems. Alphanumeric Journal, 11(2), 183-192, https://doi.org/10.17093/alphanumeric.1402897.

  • Eri̇ş, H. A., Ertürk, M. A., & Aydın, M. A. (2023). A Framework for Personalized Human Activity Recognition. International Journal of Pattern Recognition and Artificial Intelligence, 37(10), 2356016, https://doi.org/10.1142/S0218001423560165.

  • Mahmut, A., Şahin, L., Çiçekler, A. N., & Ertürk, M. A. (2020). Kovid-19 Küresel Salgın Sürecinde İstanbul Üniversitesi Uzaktan Eğitim Uygulamalarına Genel Bir Bakış. İstanbul Üniversitesi Sosyoloji Dergisi, 40(2), 1-10.

  • Ertürk, M. A., Vollero, L., & Aydın, M. A. (2019). Development of software-based vendor independent WLAN controller. International Journal of Mobile Communications, 17(5), 537-559, https://doi.org/10.1504/ijmc.2019.102083.

  • Ertürk, M. A., Aydın, M. A., Büyükakkaşlar, M. T., & Evirgen, H. (2019). A survey on LoRaWAN architecture, protocol and technologies. Future internet, 11(10), 216, https://doi.org/10.3390/fi11100216.

  • Erturk, M. A., Vollero, L., & Aydin, M. A. (2018). Optimal joint load balancing and EDCA configuration of IEEE 802.11 wireless hotspots. International journal of communication systems, 31(2), e3455, https://doi.org/10.1002/dac.3455.

  • Ertürk, M. (2017). LoRaWAN Indoor Performance Analysis. International Research Journal of Computer Science (IRJCS), 4(10).

  • Erturk, M. A., Aydin, M. A., Ibali, H. I., Aydin, Z. G., & Zaim, A. H. (2016). Service Oriented Mobile Wallets with NFC. International Journal of Applied Mathematics, Electronics and Computers, 4(3), 83-86.

Conference Publications

  • Duran, K., Cakir, L. V. , Erturk, M. A., Ozdem, M. and Canberk, B., ‘Quality-of-Twin (QoT): A New Performance Metric for AI-Enabled 6G Digital Twins‘, in Workshop on Sustainable and Resilient Industrial Networks, IEEE International Conference on Communications (ICC), Glasgow, Scotland, UK, May 2026.

  • Cakir, L. V., Duzgun, A., Duran, K., Ozdem, M. , Erturk,M. A., and Canberk, B., ‘Emulation Digital Twin Framework: Case Study on NGAP Attacks in 5G Control Plane‘, in Workshop on Machine Learning and Deep Learning for Wireless Security (MLDL Security), IEEE International Conference on Communications (ICC), Glasgow, Scotland, UK, May 2026.

  • Erturk, M. A., Duran, K., Al-Dubai, A., & Canberk, B. (2025, December 8-12). A Digital Twin Platform for QoS Optimization Under DoS Attacks for Next Generation Radio Networks. IEEE Global Communications Conference (GLOBECOM) 2025, Taipei, Taiwan.

  • Yuce, M.F., Erturk M.A., Ayin Z.G, Aydin M.A.. (2025).State of the Art and First Synthetic Dataset for Misbehavior Detection with Collective Perception in [C-]V2X Networks. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications

  • Erturk, M. A. (2024). Ensuring the Privacy of Health Data in Digital Twins Using Fully Homomorphic Encryption. 3rd International Conference on Scientific and Innovative Studies ICSIS 2024

  • Erturk, M. (2024). A Comparative Study of Vehicular Network Simulators. III. International Bandırma Scientific Studies Conference

  • Kahraman M., M. Ü., Çakmak R., Ertürk M. A. , Yıldız H., Düdükçü H. V. , Özoğur G., Nizam Özoğur H., Boz E. B. , Özbek H. E., Et. All. (2022). Senkronize Diyabet Takibi Sistemi. 58. Ulusal Diyabet Metabolizma ve Beslenme Hastalıkları Kongresi

  • Erturk, M. A., & Vollero, L. (2020). GSP for virtual sensors in ehealth applications. 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)

  • Ozogur, G., Erturk, M. A., & Aydin, M. A. (2019). Prediction of physical activity times using deep learning method. International Telecommunications Conference: Proceedings of the ITelCon 2017, Istanbul

  • Ertürk, M. A., Aydin, M. A., Vollero, L., & Setola, R. (2019). Ieee 802.11 s mesh network analysis for post disaster communication. International Telecommunications Conference: Proceedings of the ITelCon 2017, Istanbul

  • Buyukakkaslar, M. T., Erturk, M. A., Aydin, M. A., & Vollero, L. (2017). LoRaWAN as an e-health communication technology. 2017 IEEE 41st Annual computer software and applications conference (COMPSAC),

  • Ertürk, M. A., Vollero, L., Aydin, M. A., Turna, Ö. C., & Bernaschi, M. (2014). A framework for modeling and implementing QoS-aware Load Balancing solutions in WiFi Hotspots. The Eleventh International Symposium on Wireless Communication Systems, ISWCS 2014,

  • Ertürk, M. A., Zaim, A. H., Aydin, M. A., & Selim, A. (2012). Integrating NFC with Cloud Computing in Healthcare Systems. International Conference on Networking and Future Internet - ICNFI 2012,

  • Ertürk, M. A., Zaim, A. H., & Akyokuş, S. (2010). Semantic information retrieval on peer-to-peer networks. Networked Digital Technologies: Second International Conference, NDT 2010, Prague, Czech Republic, July 7-9, 2010. Proceedings, Part II 2,

  • Ertürk, M. A., Zaim, A. H., & Akyokuş, S. (2009). Document Searching and Matching on Unstructured Turkish Documents. AAS 2009

Google Scholar Profile

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