—– Publications – Journal —–
Basarbatu Can and Huseyin Ozkan, “Online Neyman-Pearson Classification with Hierarchically Represented Models”, Under Review, 2023.
Mehmet Yagan, Serkan Musellim, Nihan Alp, Suayb Arslan and Huseyin Ozkan, “A New Benchmark Dataset for P300 ERP-based BCI Applications”, Digital Signal Processing, vol. 135, pp. 103950, April 2023.
Osman Berke Guney and Huseyin Ozkan, “Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-specific Training”, Journal of Neural Engineering, vol. 20, no. 1, pp. 016013, January 2023.
Mikail Erdem, Huseyin Ozkan and Ozgur Gurbuz, “A New Online Nonlinear Self-Interference Cancelation Method With Random Fourier Features”, IEEE Wireless Communications Letters, vol. 11, no. 7 , pp. 1379 – 1383, April 2022.
Nihan Alp and Huseyin Ozkan, “Neural Correlates of Integration Processes during Dynamic Face Perception”, Nature – Scientific Reports, vol. 12, no. 1, pp. 1-12, January 2022.
Osman Berke Guney, Muhtasham Oblokulov and Huseyin Ozkan, “A Deep Neural Network for SSVEP-based Brain-Computer Interfaces”, IEEE Transactions on Biomedical Engineering, vol. 69, no. 2, pp. 932-944, February 2022.
Ali Enver Bilecen, Alp Ozalp, Muhammet Sami Yavuz and Huseyin Ozkan, “Video Anomaly Detection with Autoregressive Modeling of Covariance Features”, Signal, Image and Video Processing, vol. 16, no. 4, pp. 1027-1034, June 2022, first online: Oct 2021. The initial results of this paper (conference proceeding) have received the Alper Atalay best student paper award in IEEE SIU 2021.
Huseyin Ozkan, Recep Temelli, et al., “Multimedia Traffic Classification with Mixture of Markov Components”, Ad Hoc Networks, vol. 121, 102608, October 2021.
Mikail Erdem, Ozgur Gurbuz and Huseyin Ozkan, “Integrated Linear and Nonlinear Digital Cancellation for Full Duplex Communication”, IEEE Wireless Communication Magazine, vol. 28, pp. 20-27, February 2021.
Mine Kerpici, Huseyin Ozkan and Suleyman S. Kozat, “Online Anomaly Detection with Bandwidth Optimized Hierarchical Kernel Density Estimators”, IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 9, pp. 4253-4266, August 2020.
Basarbatu Can and Huseyin Ozkan, “A Neural Network Approach for Online Nonlinear Neyman-Pearson Classification”, IEEE Access, vol. 8, pp. 210234-210250, November 2020.
Mikail Erdem, Ozgur Gurbuz and Huseyin Ozkan, “Nonlinear Digital Self Interference Cancellation for Full Duplex Communication”, Physical Communication, vol. 35, August 2019.
Bulut Kuskonmaz, Huseyin Ozkan and Ozgur Gurbuz, “Machine Learning Based Smart Steering for Wireless Mesh Networks”, Ad Hoc Networks, vol. 88, pp. 98-111, May 2019.
Nuri Denizcan Vanli, Muhammed Omer Sayin, Mohammadreza Mohaghegh Neyshabouri, Huseyin Ozkan and Suleyman S. Kozat, “Nonlinear Regression via Incremental Decision Trees”, Pattern Recognition, vol. 86, pp. 1-13, February 2019.
Mohammadreza Mohaghegh Neyshabouri, Kaan Gokcesu, Hakan Gokcesu, Huseyin Ozkan and Suleyman S. Kozat, “Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures”, IEEE Transactions on Neural Networks and Learning Systems, vol. 30, no. 3, pp. 923-937, August 2018.
Dariush Kari, Ali H. Mirza, Farhan Khan, Huseyin Ozkan and Suleyman S. Kozat, “Boosted adaptive filters”, Digital Signal Processing, vol. 81, pp. 61-78, October 2018.
Metin Aktas and Huseyin Ozkan, “Acoustic direction finding using single acoustic vector sensor under high reverberation”, Digital Signal Processing, vol. 75, pp. 56-75, April 2018.
Erhan Gundogdu, Huseyin Ozkan and A. Aydin Alatan, “Extending Correlation Filter based Visual Tracking by Tree-Structured Ensemble and Spatial Windowing”, IEEE Transactions on Image Processing, vol. 26, no. 11, pp. 5270-5283, July 2017.
Huseyin Ozkan, N. Denizcan Vanli and Suleyman S. Kozat, “Online Classification via Self-Organizing Space Partitioning”, IEEE Transactions on Signal Processing, vol. 64, no. 15, pp. 3895-3908, August 2016.
Huseyin Ozkan, Fatih Ozkan and Suleyman S. Kozat, “Online Anomaly Detection under Markov Statistics with Controllable Type-I Error”, IEEE Transactions on Signal Processing, vol. 64, no. 6, pp. 1435-1445, March 2016.
Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, and Suleyman S. Kozat, “Efficient NP Tests for Anomaly Detection Over Birth-Death Type DTMCs”, Journal of Signal Processing Systems (invited), vol. 90, no. 2, pp. 175-184, February 2018, first online: June 2016.
Huseyin Ozkan, S. Ozgun Pelvan and Suleyman S. Kozat, “Data Imputation through the Identification of Local Anomalies”, IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 10, pp. 2381-2395, October 2015.
Huseyin Ozkan, M. Ali Donmez, Sait Tunc and Suleyman S. Kozat, “A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm”, IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 7, pp. 1575-1580, July 2015.
Huseyin Ozkan, Arda Akman and Suleyman S. Kozat, “A Novel and Robust Parameter Training Approach for HMMs Under Noisy and Partial Access to States”, Signal Processing, vol. 94, pp. 490-497, January 2014.