Can, Basarbatu and Pelvan, Soner Özgün and Özkan, Hüseyin (2025) "Online Neyman-Pearson classification with hierarchically represented models", IEEE Journal on Selected Topics in Signal Processing, Vol.19, No.3, 478-490 (SCI)
Pelvan, Soner Özgün and Can, Başarbatu and Özkan, Hüseyin (2023) "A hierarchical approach for improved anomaly detection in video surveillance", IEEE Access, Vol.11, 101644-101665 (SCI)
Yağan, Mehmet and Musellim, Serkan and Arslan, Suayb S. and Çakar, Tuna and Alp, Nihan and Özkan, Hüseyin (2023) "A new benchmark dataset for P300 ERP-based BCI applications", Digital Signal Processing, Vol.135 (SCI)
Berke Guney, Osman and Özkan, Hüseyin (2023) "Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training", Journal of Neural Engineering, Vol.20, No.1 (SCI)
Erdem, Mikail and Özkan, Hüseyin and Gürbüz, Özgür (2022) "A new online nonlinear self-interference cancelation method with random fourier features", IEEE Wireless Communications Letters, Vol.11, No.7, 1379-1383 (SCI)
Bilecen, Ali Enver and Özalp, Alp and Yavuz, Muhammet Sami and Özkan, Hüseyin (2022) "Video anomaly detection with autoregressive modeling of covariance features", Signal, Image and Video Processing, Vol.16, No.4, 1027-1034 (SCI)
Güney, Osman Berke and Oblokulov, Muhtasham and Özkan, Hüseyin (2022) "A deep neural network for SSVEP-based brain-computer interfaces", IEEE Transactions on Biomedical Engineering, Vol.69, No.2, 932-944 (SCI)
Alp, Nihan and Özkan, Hüseyin (2022) "Neural correlates of integration processes during dynamic face perception", Scientific Reports, Vol.12, No.1 (SCI)
Özkan, Hüseyin and Temelli, Recep and Gürbüz, Özgür and Köksal, Oğuz Kaan and İpekören, Ahmet Kaan and Canbal, Furkan and Karahan, Baran Deniz and Kuran, Mehmet Şükrü (2021) "Multimedia traffic classification with mixture of Markov components", Ad Hoc Networks, Vol.121 (SCI)
Kerpicci, Mine and Özkan, Hüseyin and Kozat, Suleyman Serdar (2021) "Online anomaly detection with bandwidth optimized hierarchical Kernel density estimators", IEEE Transactions on Neural Networks and Learning Systems, Vol.32, No.9, 4253-4266 (SCI)
Erdem, Mikail and Gürbüz, Özgür and Özkan, Hüseyin (2021) "Integrated linear and nonlinear digital cancellation for full duplex communication", IEEE Wireless Communications, Vol.28, No.1, 20-27 (SCI)
Can, Başarbatu and Özkan, Hüseyin (2020) "A neural network approach for online nonlinear Neyman-Pearson classification", IEEE Access, Vol.8, 210234-210250 (SCI)
Yılan, Mikail and Gürbüz, Özgür and Özkan, Hüseyin (2019) "Nonlinear digital self-interference cancellation for full duplex communication", Physical Communication, Vol.35 (SCI)
Kuşkonmaz, Bulut and Özkan, Hüseyin and Gürbüz, Özgür (2019) "Machine learning based smart steering for wireless mesh networks", Ad Hoc Networks, Vol.88, 98-111 (SCI)
Neyshabouri, Mohammadreza Mohaghegh and Gökçesu, Kaan and Gökçesu, Hakan and Özkan, Hüseyin and Kozat, Süleyman Serdar (2019) "Asymptotically optimal contextual bandit algorithm using hierarchical structures", IEEE Transactions on Neural Networks and Learning Systems, Vol.30, No.3, 923-937 (SCI)
Vanlı, Nuri Denizcan and Sayın, Muhammed Ömer and Mohaghegh, Mohammadreza N. and Özkan, Hüseyin and Kozat, Süleyman Serdar (2019) "Nonlinear regression via incremental decision trees", Pattern Recognition, Vol.86, 1-13 (SCI)
Kari, Dariush and Mirza, Ali H. and Khan, Farhan and Özkan, Hüseyin and Kozat, Süleyman S. (2018) "Boosted adaptive filters", Digital Signal Processing, Vol.81, 61-78 (SCI)
Aktaş, Metin and Özkan, Hüseyin (2018) "Acoustic direction finding using single acoustic vector sensor under high reverberation", Digital Signal Processing, Vol.75, 56-70 (SCI)
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