Metrics
Publication
20
Open Access
1
UN Sustainable Development Goals
Foreign Languages
C2 Mastery
C2 MasteryEnglish
Research Areas
Avesis Research Areas:
Engineering and Technology
WoS Research Areas:
Engineering Computing & Technology (Eng)
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2025 - Present
2025 - PresentAssociate Professor
Yildiz Technical University, Faculty of Electrical & Electronics, Artificial Intelligence and Data Engineering
Articles
All (10)
SCI-E, SSCI, AHCI (7)
SCI-E, SSCI, AHCI, ESCI (9)
ESCI (1)
Scopus (9)
TRDizin (1)
2026
20261. Adaptive Sliding Window Size Based Sequential Learning of LSTM, GRU and Transformer Models Applied to Financial Time Series Prediction
Özen F., Arslan A. E., Beyhan S.
Savunma Bilimleri Dergisi , vol.22, no.1, pp.97-108, 2026 (TRDizin)
2026
20262. Integrating stable diffusion via remote server APIs for enhanced parametric design workflows
Gökmen S., Alsan H. F., Arsan T., ÖZEN F., Keskin E. E.
International Journal of Architectural Computing , 2026 (ESCI, Scopus)
2025
20253. SIMULATION OPTIMISATION OF ULTRASONOGRAPHY RESOURCE SCHEDULING WITH MACHINE LEARNING
Saracoglu I., ÖZEN F.
International Journal of Simulation Modelling
, vol.24, no.3, pp.437-448, 2025 (SCI-Expanded, Scopus)
2024
20244. The role of telemedicine towards improved sustainability in healthcare and societal productivity in Turkey
ÖZEN F., Kaynar A. H., Korkut A. K., Açikel M. E. T., Kaynar Z. D., Kaynar A. M.
PLoS ONE , vol.19, no.12 December, 2024 (SCI-Expanded, Scopus)
2024
20245. Cloud-based disaster management architecture using hybrid machine learning approach in IoT
ÖZEN F., Souri A.
Multimedia Tools and Applications
, vol.83, no.29, pp.72357-72370, 2024 (SCI-Expanded, Scopus)
2024
20246. Random forest regression for prediction of Covid-19 daily cases and deaths in Turkey
ÖZEN F.
Heliyon
, vol.10, no.4, 2024 (SCI-Expanded, Scopus)
2023
20237. A high-accuracy phishing website detection method based on machine learning
Bahaghighat M., Ghasemi M., ÖZEN F.
Journal of Information Security and Applications
, vol.77, 2023 (SCI-Expanded, Scopus)
2022
20228. A comparison of Covid-19 cases and deaths in Turkey and in other countries
Çağlar O., ÖZEN F.
Network Modeling Analysis in Health Informatics and Bioinformatics
, vol.11, no.1, 2022 (Scopus)
2020
20209. ConvLSTMConv network: a deep learning approach for sentiment analysis in cloud computing
Ghorbani M., Bahaghighat M., Xin Q., ÖZEN F.
Journal of Cloud Computing , vol.9, no.1, 2020 (SCI-Expanded, Scopus)
2017
201710. Synchronized dancing of an industrial manipulator and humans with arbitrary music
ÖZEN F., Tükel D. B., Dimirovski G.
Acta Polytechnica Hungarica , vol.14, no.2, pp.151-169, 2017 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2026
20261. Evaluating Class Imbalance Handling Methods for Multi-Class IoT Intrusion Detection: A Comparative Study on the CIC-IoT 2023 Dataset
Tadeeb S. M., ÖZEN F.
13th International Conference on Electrical and Electronics Engineering, ICEEE 2026, Antalya, Turkey, 27 - 29 April 2026, pp.412-417, (Full Text)
2024
20242. Machine Learning Based Optimization and Anomaly Detection in a Cyber-Physical Robot Arm Siber Fiziksel Robot Kolunda Makine Öğrenmesi Bazlı Optimizasyon ve Anomali Tespiti
ÖZEN F.
2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Turkey, 16 - 18 October 2024, (Full Text)
2024
20243. Advancements in Phishing Website Detection: A Comprehensive Analysis of Machine Learning and Deep Learning Models
Mousavi S., Bahaghighat M., ÖZEN F.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024, (Full Text)
2017
20174. Systems biology modelling of sirs epidemic spread: Computational cybernetic issues
Jing Y., Dimirovski G. M., Tökel D. B., ÖZEN F.
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, Canada, 5 - 08 October 2017, vol.2017-January, pp.912-917, (Full Text)
2017
20175. Robot-music synchronization: Self-designed dance
ÖZEN F., Kuntan U., Tukel D. B.
17th IEEE International Conference on Smart Technologies, EUROCON 2017, Ohrid, Macedonia, 6 - 08 July 2017, pp.582-587, (Full Text)
2016
20166. Cooperative dancing with an industrial manipulator: Computational cybernetics complexities
ÖZEN F., Tukel D. B., Tural K.
2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016, Budapest, Hungary, 9 - 12 October 2016, pp.1957-1962, (Full Text)
2015
20157. Acute lymphoblastic leukemia diagnosis using image processing techniques GÖRÜNTÜ IŞLEME YÖNTEMLERI YARDIMI ILE AKUT LENFOSIT LÖSEMI TEŞHISI
Selçuk O., ÖZEN F.
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16 - 19 May 2015, pp.803-806, (Full Text)
2010
20108. A new median filter based fingerprint recognition algorithm
Kizrak A. M., ÖZEN F.
1st World Conference on Information Technology, WCIT-2010, İstanbul, Turkey, 6 - 10 October 2010, vol.3, pp.859-865, (Full Text)
1998
19989. An optimal switched compensation controller for flexible-link manipulators
ÖZEN F.
1998 American Control Conference, ACC 1998, Philadelphia, PA, United States Of America, 24 - 26 June 1998, vol.3, pp.1804-1808, (Full Text)
1997
199710. A novel switched compensation controller for multi-link flexible manipulators
ÖZEN F.
4th European Control Conference, ECC 1997, Brussels, Belgium, 1 - 04 July 1997, pp.2210-2215, (Full Text)