Huseyin Ozkan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Density Estimators

Space Partitioning

Nonlinear Regression

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Digit. Signal Process.

Publications

Erciyes Karakaya, Özgür Erçetin, Huseyin Ozkan, Mehmet Karaca, Elham Dehghan Biyar, Alexandros Palaios
Online Learning for Autonomous Management of Intent-based 6G Networks. CoRR (2024)
Berker Demirel, Erchan Aptoula, Huseyin Ozkan
ADRMX: Additive Disentanglement of Domain Features with Remix Loss. CoRR (2023)
Berker Demirel, Huseyin Ozkan
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image. CoRR (2023)
Soner Özgün Pelvan, Basarbatu Can, Huseyin Ozkan
A Hierarchical Approach for Improved Anomaly Detection in Video Surveillance. IEEE Access 11 (2023)
Mehmet Yagan, Serkan Musellim, Suayb S. Arslan, Tuna Çakar, Nihan Alp, Huseyin Ozkan
A new benchmark dataset for P300 ERP-based BCI applications. Digit. Signal Process. 135 (2023)
Osman Berke Güney, Deniz Küçükahmetler, Huseyin Ozkan
Source Free Domain Adaptation of a DNN for SSVEP-based Brain-Computer Interfaces. CoRR (2023)
Mikail Erdem, Huseyin Ozkan, Özgür Gürbüz
A New Online Nonlinear Self-Interference Cancelation Method With Random Fourier Features. IEEE Wirel. Commun. Lett. 11 (7) (2022)
Osman Berke Güney, Huseyin Ozkan
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific Training. CoRR (2022)
Osman Berke Güney, Muhtasham Oblokulov, Huseyin Ozkan
A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Ali Enver Bilecen, Alp Ozalp, Muhammet Sami Yavuz, Huseyin Ozkan
Video anomaly detection with autoregressive modeling of covariance features. Signal Image Video Process. 16 (4) (2022)
Mikail Yilan, Özgür Gürbüz, Huseyin Ozkan
Integrated Linear and Nonlinear Digital Cancellation for Full Duplex Communication. IEEE Wirel. Commun. 28 (1) (2021)
Huseyin Ozkan, Recep Temelli, Özgür Gürbüz, Oguz Kaan Koksal, Ahmet Kaan Ipekoren, Furkan Canbal, Baran Deniz Karahan, Mehmet Sükrü Kuran
Multimedia traffic classification with mixture of Markov components. Ad Hoc Networks 121 (2021)
Mine Kerpicci, Huseyin Ozkan, Suleyman Serdar Kozat
Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Basarbatu Can, Huseyin Ozkan
A Neural Network Approach for Online Nonlinear Neyman-Pearson Classification. IEEE Access 8 (2020)
Basarbatu Can, Huseyin Ozkan
A Neural Network Approach for Online Nonlinear Neyman-Pearson Classification. CoRR (2020)
Mikail Yilan, Özgür Gürbüz, Huseyin Ozkan
A Residual Scheme for Digital Self-Interference Cancellation in Full Duplex Communication. ICC Workshops (2020)
Osman Berke Güney, Muhtasham Oblokulov, Huseyin Ozkan
A Deep Neural Network for SSVEP-based Brain Computer Interfaces. CoRR (2020)
Mikail Yilan, Huseyin Ozkan, Özgür Gürbüz
Nonlinear Digital Self-interference Cancellation with SVR for Full Duplex Communication. WCNC (2020)
Basarbatu Can, Mine Kerpicci, Huseyin Ozkan
Online Kernel-Based Nonlinear Neyman-Pearson Classification. EUSIPCO (2020)
Mohammadreza Mohaghegh Neyshabouri, Kaan Gökcesu, Hakan Gökcesu, Huseyin Ozkan, Suleyman Serdar Kozat
Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
Mine Kerpicci, Suleyman Serdar Kozat, Huseyin Ozkan
Sequential Anomaly Detection Using Nonparametric Density Estimators. SIU (2019)
N. Denizcan Vanli, Muhammed O. Sayin, Mohammadreza Mohaghegh Neyshabouri, Huseyin Ozkan, Suleyman Serdar Kozat
Nonlinear regression via incremental decision trees. Pattern Recognit. 86 (2019)
Mikail Yilan, Özgür Gürbüz, Huseyin Ozkan
Nonlinear digital self-interference cancellation for full duplex communication. Phys. Commun. 35 (2019)
Bulut Kuskonmaz, Huseyin Ozkan, Özgür Gürbüz
Machine learning based smart steering for wireless mesh networks. Ad Hoc Networks 88 (2019)
Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Efficient NP Tests for Anomaly Detection Over Birth-Death Type DTMCs. J. Signal Process. Syst. 90 (2) (2018)
Metin Aktas, Huseyin Ozkan
Acoustic direction finding using single acoustic vector sensor under high reverberation. Digit. Signal Process. 75 (2018)
Dariush Kari, Ali H. Mirza, Farhan Khan, Huseyin Ozkan, Suleyman Serdar Kozat
Boosted adaptive filters. Digit. Signal Process. 81 (2018)
Erhan Gundogdu, Huseyin Ozkan, A. Aydin Alatan
Extending Correlation Filter-Based Visual Tracking by Tree-Structured Ensemble and Spatial Windowing. IEEE Trans. Image Process. 26 (11) (2017)
Huseyin Ozkan, Fatih Ozkan, Suleyman Serdar Kozat
Online Anomaly Detection Under Markov Statistics With Controllable Type-I Error. IEEE Trans. Signal Process. 64 (6) (2016)
Osman Fatih Kiliç, N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Online adaptive hierarchical space partitioning classifier. SIU (2016)
Osman Fatih Kiliç, N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Adaptive hierarchical space partitioning for online classification. EUSIPCO (2016)
Erhan Gundogdu, Huseyin Ozkan, A. Aydin Alatan
Ensemble Of adaptive correlation filters for robust visual tracking. AVSS (2016)
Huseyin Ozkan, N. Denizcan Vanli, Suleyman Serdar Kozat
Online Classification via Self-Organizing Space Partitioning. IEEE Trans. Signal Process. 64 (15) (2016)
Metin Aktas, Toygar Akgün, Huseyin Ozkan
Directional phased based 3D acoustic enhancement. SIU (2016)
N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Online Nonlinear Classification for High-Dimensional Data. BigData Congress (2015)
Huseyin Ozkan, Mehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat
A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm. IEEE Trans. Neural Networks Learn. Syst. 26 (7) (2015)
Metin Aktas, Toygar Akgun, Duygu Buyukaydin, Huseyin Ozkan
Acoustic direction finding under high reverberation. SIU (2015)
Huseyin Ozkan, Ozgun Soner Pelvan, Suleyman Serdar Kozat
Data Imputation Through the Identification of Local Anomalies. IEEE Trans. Neural Networks Learn. Syst. 26 (10) (2015)
Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Online anomaly detection with constant false alarm rate. MLSP (2015)
Erhan Gundogdu, Huseyin Ozkan, H. Seckin Demir, Hamza Ergezer, Erdem Akagündüz, S. Kubilay Pakin
Comparison of infrared and visible imagery for object tracking: Toward trackers with superior IR performance. CVPR Workshops (2015)
Metin Aktas, Toygar Akgün, Huseyin Ozkan
Acoustic direction finding in highly reverberant environment with single acoustic vector sensor. EUSIPCO (2015)
Huseyin Ozkan, Arda Akman, Suleyman Serdar Kozat
A novel and robust parameter training approach for HMMs under noisy and partial access to states. Signal Process. 94 (2014)
Huseyin Ozkan, Ozgun S. Pelvan, Suleyman Serdar Kozat
Data Imputation through the Identification of Local Anomalies. CoRR (2014)
Huseyin Ozkan, Mehmet A. Donmez, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat
Competitive and online piecewise linear classification. ICASSP (2013)
Huseyin Ozkan, Arda Akman, Salih Ergüt, Suleyman Serdar Kozat
A novel training method for PHMMs. CIP (2012)
Huseyin Ozkan, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat
A novel and incremental classification algorithm. SIU (2012)
Mehmet A. Donmez, Huseyin Ozkan, Suleyman Serdar Kozat
Transient analysis of convexly constrained mixture methods. MLSP (2012)
Huseyin Ozkan, Arda Akman, Suleyman Serdar Kozat
Hidden Markov Model training with side information. SIU (2012)
Huseyin Ozkan, Arda Akman, Suleyman Serdar Kozat
A Novel Training Algorithm for HMMs with Partial and Noisy Access to the States CoRR (2012)
Fatih Porikli, Huseyin Ozkan
Data driven frequency mapping for computationally scalable object detection. AVSS (2011)