Huseyin Ozkan

According to our database, Huseyin Ozkan authored at least 60 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adapting the Biological SSVEP Response to Artificial Neural Networks.

Emirhan Böge, Yasemin Gunindi, Erchan Aptoula, Nihan Alp, Huseyin Ozkan

CoRR, 2024

Online Learning for Autonomous Management of Intent-based 6G Networks.

Erciyes Karakaya, Özgür Erçetin, Huseyin Ozkan, Mehmet Karaca, Elham Dehghan Biyar, Alexandros Palaios

CoRR, 2024

Nesne Seçme İçin Beyin Bilgisayar Arayüzü Brain Computer Interface for Object Selection.

Aleyna Nur Aydag, Gamze Kantar, Can Aksoy, Nihan Alp, Hüseyin Özkan

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

A new benchmark dataset for P300 ERP-based BCI applications.

Mehmet Yagan, Serkan Musellim, Suayb S. Arslan, Tuna Çakar, Nihan Alp, Huseyin Ozkan

Digit. Signal Process., April, 2023

ADRMX: Additive Disentanglement of Domain Features with Remix Loss.

Berker Demirel, Erchan Aptoula, Huseyin Ozkan

CoRR, 2023

Source Free Domain Adaptation of a DNN for SSVEP-based Brain-Computer Interfaces.

Osman Berke Güney, Deniz Küçükahmetler, Huseyin Ozkan

CoRR, 2023

DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image.

Berker Demirel, Huseyin Ozkan

CoRR, 2023

A Hierarchical Approach for Improved Anomaly Detection in Video Surveillance.

Soner Özgün Pelvan, Basarbatu Can, Huseyin Ozkan

IEEE Access, 2023

Anomaly Detection with False Alarm Rate Controllable Classifiers.

Soner Özgün Pelvan, Basarbatu Can, Hüseyin Özkan

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Online Improvement of CCA Performance in BCI Spellers.

Tarik Keles, Hüseyin Özkan, Aysin Baytan Ertüzün

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

A New Online Nonlinear Self-Interference Cancelation Method With Random Fourier Features.

Mikail Erdem, Huseyin Ozkan, Özgür Gürbüz

IEEE Wirel. Commun. Lett., 2022

A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces.

Osman Berke Güney, Muhtasham Oblokulov, Huseyin Ozkan

IEEE Trans. Biomed. Eng., 2022

Video anomaly detection with autoregressive modeling of covariance features.

Ali Enver Bilecen, Alp Ozalp, Muhammet Sami Yavuz, Huseyin Ozkan

Signal Image Video Process., 2022

Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific Training.

Osman Berke Güney, Huseyin Ozkan

CoRR, 2022

Anomaly Detection in Surveillance Videos Using Regression With Recurrent Neural Networks.

Mehmet Yagan, E. Alaattin Yilmaz, Hüseyin Özkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Unsupervised Adaptation of DNN for Brain-Computer Interface Spellers.

Osman Berke Güney, Deniz Küçükahmetler, Pelinsu Çiftçioglu, Giray Coskun, Hüseyin Özkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Deep Convolutional Autoencoder Architecture for Predictive Maintenance Applications.

Yigit Çatak, Kerem Sahin, Osman Berke Güney, Hüseyin Özkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Active Learning for Online Nonlinear Neyman-Pearson Classification.

Basarbatu Can, Hüseyin Özkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Object-Centric Video Anomaly Detection with Covariance Features.

Ali Enver Bilecen, Hüseyin Özkan

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021

Integrated Linear and Nonlinear Digital Cancellation for Full Duplex Communication.

Mikail Yilan, Özgür Gürbüz, Huseyin Ozkan

IEEE Wirel. Commun., 2021

Online Anomaly Detection With Bandwidth Optimized Hierarchical Kernel Density Estimators.

Mine Kerpicci, Huseyin Ozkan, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2021

Multimedia traffic classification with mixture of Markov components.

Huseyin Ozkan, Recep Temelli, Özgür Gürbüz, Oguz Kaan Koksal, Ahmet Kaan Ipekoren, Furkan Canbal, Baran Deniz Karahan, Mehmet Sükrü Kuran

Ad Hoc Networks, 2021

Adaptive Boosting of DNN Ensembles for Brain-Computer Interface Spellers.

Osman Berke Güney, Emirhan Koç, Can Aksoy, Yigit Çatak, Suayb S. Arslan, Hüseyin Özkan

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

A Neural Network Approach for Online Nonlinear Neyman-Pearson Classification.

Basarbatu Can, Huseyin Ozkan

IEEE Access, 2020

Nonlinear Digital Self-interference Cancellation with SVR for Full Duplex Communication.

Mikail Yilan, Huseyin Ozkan, Özgür Gürbüz

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Digital Self-interference Cancellation with Support Vector Regression for Full Duplex Communication.

Mikail Yilan, Hüseyin Özkan, Özgür Gürbüz

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Smart Steering with Machine Learning for Wireless Mesh Networks.

Bulut Kuskonmaz, Hüseyin Özkan, Özgür Gürbüz

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Neyman-Pearson Classification Via Context Trees.

Basarbatu Can, Hüseyin Özkan

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

A Residual Scheme for Digital Self-Interference Cancellation in Full Duplex Communication.

Mikail Yilan, Özgür Gürbüz, Huseyin Ozkan

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Online Kernel-Based Nonlinear Neyman-Pearson Classification.

Basarbatu Can, Mine Kerpicci, Huseyin Ozkan

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures.

Mohammadreza Mohaghegh Neyshabouri, Kaan Gökcesu, Hakan Gökcesu, Huseyin Ozkan, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2019

Nonlinear regression via incremental decision trees.

N. Denizcan Vanli, Muhammed O. Sayin, Mohammadreza Mohaghegh Neyshabouri, Huseyin Ozkan, Suleyman Serdar Kozat

Pattern Recognit., 2019

Nonlinear digital self-interference cancellation for full duplex communication.

Mikail Yilan, Özgür Gürbüz, Huseyin Ozkan

Phys. Commun., 2019

Machine learning based smart steering for wireless mesh networks.

Bulut Kuskonmaz, Huseyin Ozkan, Özgür Gürbüz

Ad Hoc Networks, 2019

Sequential Anomaly Detection Using Nonparametric Density Estimators.

Mine Kerpicci, Suleyman Serdar Kozat, Huseyin Ozkan

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Efficient NP Tests for Anomaly Detection Over Birth-Death Type DTMCs.

Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat

J. Signal Process. Syst., 2018

Boosted adaptive filters.

Dariush Kari, Ali H. Mirza, Farhan Khan, Huseyin Ozkan, Suleyman Serdar Kozat

Digit. Signal Process., 2018

Acoustic direction finding using single acoustic vector sensor under high reverberation.

Metin Aktas, Huseyin Ozkan

Digit. Signal Process., 2018

2017

Extending Correlation Filter-Based Visual Tracking by Tree-Structured Ensemble and Spatial Windowing.

Erhan Gundogdu, Huseyin Ozkan, A. Aydin Alatan

IEEE Trans. Image Process., 2017

2016

Online Classification via Self-Organizing Space Partitioning.

Huseyin Ozkan, N. Denizcan Vanli, Suleyman Serdar Kozat

IEEE Trans. Signal Process., 2016

Online Anomaly Detection Under Markov Statistics With Controllable Type-I Error.

Huseyin Ozkan, Fatih Ozkan, Suleyman Serdar Kozat

IEEE Trans. Signal Process., 2016

Online adaptive hierarchical space partitioning classifier.

Osman Fatih Kiliç, N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Directional phased based 3D acoustic enhancement.

Metin Aktas, Toygar Akgün, Huseyin Ozkan

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Adaptive hierarchical space partitioning for online classification.

Osman Fatih Kiliç, N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat

Proceedings of the 24th European Signal Processing Conference, 2016

Ensemble Of adaptive correlation filters for robust visual tracking.

Erhan Gundogdu, Huseyin Ozkan, A. Aydin Alatan

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015

Data Imputation Through the Identification of Local Anomalies.

Huseyin Ozkan, Ozgun Soner Pelvan, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2015

A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm.

Huseyin Ozkan, Mehmet A. Donmez, Sait Tunç, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2015

Acoustic direction finding under high reverberation.

Metin Aktas, Toygar Akgun, Duygu Buyukaydin, Huseyin Ozkan

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Online anomaly detection with constant false alarm rate.

Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Acoustic direction finding in highly reverberant environment with single acoustic vector sensor.

Metin Aktas, Toygar Akgün, Huseyin Ozkan

Proceedings of the 23rd European Signal Processing Conference, 2015

Comparison of infrared and visible imagery for object tracking: Toward trackers with superior IR performance.

Erhan Gundogdu, Huseyin Ozkan, H. Seckin Demir, Hamza Ergezer, Erdem Akagündüz, S. Kubilay Pakin

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Online Nonlinear Classification for High-Dimensional Data.

N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

A novel and robust parameter training approach for HMMs under noisy and partial access to states.

Huseyin Ozkan, Arda Akman, Suleyman Serdar Kozat

Signal Process., 2014

2013

Competitive and online piecewise linear classification.

Huseyin Ozkan, Mehmet A. Donmez, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

A Novel Training Algorithm for HMMs with Partial and Noisy Access to the States

Huseyin Ozkan, Arda Akman, Suleyman Serdar Kozat

CoRR, 2012

A novel and incremental classification algorithm.

Huseyin Ozkan, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Hidden Markov Model training with side information.

Huseyin Ozkan, Arda Akman, Suleyman Serdar Kozat

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Transient analysis of convexly constrained mixture methods.

Mehmet A. Donmez, Huseyin Ozkan, Suleyman Serdar Kozat

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

A novel training method for PHMMs.

Huseyin Ozkan, Arda Akman, Salih Ergüt, Suleyman Serdar Kozat

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011

Data driven frequency mapping for computationally scalable object detection.

Fatih Porikli, Huseyin Ozkan

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011