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Huseyin Ozkan
Huseyin Ozkan
Associate Professor of Electronics Engineering, Sabanci University
Verified email at sabanciuniv.edu - Homepage
Title
Cited by
Cited by
Year
A deep neural network for ssvep-based brain-computer interfaces
OB Guney, M Oblokulov, H Ozkan
IEEE transactions on biomedical engineering 69 (2), 932-944, 2021
592021
Comparison of infrared and visible imagery for object tracking: Toward trackers with superior ir performance
E Gundogdu, H Ozkan, H Seckin Demir, H Ergezer, E Akagunduz, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
472015
Online anomaly detection under markov statistics with controllable type-i error
H Ozkan, F Ozkan, SS Kozat
IEEE Transactions on Signal Processing 64 (6), 1435-1445, 2015
422015
Data imputation through the identification of local anomalies
H Ozkan, OS Pelvan, SS Kozat
IEEE Transactions on Neural Networks and Learning Systems 26 (10), 2381-2395, 2015
252015
A deterministic analysis of an online convex mixture of experts algorithm
H Ozkan, MA Donmez, S Tunc, SS Kozat
IEEE transactions on neural networks and learning systems 26 (7), 1575-1580, 2014
252014
Nonlinear regression via incremental decision trees
ND Vanli, MO Sayin, M Mohaghegh, H Ozkan, SS Kozat
Pattern Recognition 86, 1-13, 2019
242019
Integrated linear and nonlinear digital cancellation for full duplex communication
M Erdem, O Gurbuz, H Ozkan
IEEE Wireless Communications 28 (1), 20-27, 2021
222021
Online classification via self-organizing space partitioning
H Ozkan, ND Vanli, SS Kozat
IEEE Transactions on Signal Processing 64 (15), 3895-3908, 2016
222016
Asymptotically optimal contextual bandit algorithm using hierarchical structures
MM Neyshabouri, K Gokcesu, H Gokcesu, H Ozkan, SS Kozat
IEEE transactions on neural networks and learning systems 30 (3), 923-937, 2018
202018
Nonlinear digital self-interference cancellation for full duplex communication
M Erdem, O Gurbuz, H Ozkan
Physical Communication 35, 100698, 2019
172019
Data driven frequency mapping for computationally scalable object detection
F Porikli, H Ozkan
2011 8th IEEE International Conference on Advanced Video and Signal Based …, 2011
172011
Method for pseudo-recurrent processing of data using a feedforward neural network architecture
O Yilmaz, H Ozkan
162014
A novel and robust parameter training approach for HMMs under noisy and partial access to states
H Ozkan, A Akman, SS Kozat
Signal Processing 94, 490-497, 2014
16*2014
Online anomaly detection with bandwidth optimized hierarchical kernel density estimators
M Kerpicci, H Ozkan, SS Kozat
IEEE Transactions on Neural Networks and Learning Systems 32 (9), 4253-4266, 2020
142020
Acoustic direction finding using single acoustic vector sensor under high reverberation
M Aktas, H Ozkan
Digital Signal Processing 75, 56-70, 2018
142018
Extending correlation filter-based visual tracking by tree-structured ensemble and spatial windowing
E Gundogdu, H Ozkan, AA Alatan
IEEE Transactions on Image Processing 26 (11), 5270-5283, 2017
142017
A neural network approach for online nonlinear neyman-pearson classification
B Can, H Ozkan
IEEE Access 8, 210234-210250, 2020
122020
Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training
OB Guney, H Ozkan
Journal of Neural Engineering 20 (1), 016013, 2023
92023
Neural correlates of integration processes during dynamic face perception
N Alp, H Ozkan
Scientific Reports 12 (1), 118, 2022
82022
Machine learning based smart steering for wireless mesh networks
B Kuskonmaz, H Ozkan, O Gurbuz
Ad Hoc Networks 88, 98-111, 2019
82019
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