Hüseyin Özkan
E-posta : huseyin.ozkan
sabanciuniv.edu
Yayınlar :
| Article |
| 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) |
| Papers in Conference Proceedings |
| Aydağ, Aleyna Nur and Kantar, Gamze and Aksoy, Can and Alp, Nihan and Özkan, Hüseyin, "Brain computer interface for object selection [Nesne seçme için beyin bilgisayar arayüzü]", 32nd Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, May 2024 |
| Keleş, Tarik and Özkan, Hüseyin and Baytan Ertüzün, Aysin, "Online improvement of CCA performance in BCI spellers", 31st Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, July 2023 |
| Pelvan, Soner Özgün and Can, Başarbatu and Özkan, Hüseyin, "Anomaly detection with false alarm rate controllable classifiers", 31st Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, July 2023 |
| Köksal, Oğuz Kaan and Temelli, Recep and Özkan, Hüseyin and Gürbüz, Özgür, "Markov model based traffic classification with multiple features", International Balkan Conference on Communications and Networking (BalkanCom), Institute of Electrical and Electronics Engineers, August 2022, 173-177 |
| Bilecen, Ali Enver and Özkan, Hüseyin, "Object-centric video anomaly detection with covariance features [Kovaryans öznitelikleri ile nesne merkezli video anomali sezimi]", 30th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2022 |
| Can, Başarbatu and Özkan, Hüseyin, "Active learning for online nonlinear Neyman-Pearson classification [Çevrimiçi doǧrusal olmayan Neyman-Pearson sınıflandırması için aktif öǧrenme]", 30th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2022 |
| Çatak, Yiğit and Şahin, Kerem and Güney, Osman Berke and Özkan, Hüseyin, "Deep convolutional autoencoder architecture for predictive maintenance applications [Kestirimci bakım uygulamaları için derin evrişimsel otokodlayıcı]", 30th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2022 |
| Güney, Osman Berke and Küçükahmetler, Deniz and Çiftçioğlu, Pelinsu and Coşkun, Giray and Özkan, Hüseyin, "Unsupervised adaptation of DNN for brain-computer interface spellers [Beyin-bilgisayar arayüz heceletici sistemleri için gözetimsiz DSA uyarlaması]", 30th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2022 |
| Yağan, Mehmet and Yılmaz, Emir Alaattin and Özkan, Hüseyin, "Anomaly detection in surveillance videos using regression with recurrent neural networks [Özyinelemeli sinir aǧları baǧlanımı ile gözetim videolarında anomali tespiti]", 30th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2022 |
| Güney, Osman Berke and Koç, Emirhan and Aksoy, Can and Çatak, Yiğit and Arslan, Şuayb and Özkan, Hüseyin, "Adaptive boosting of DNN ensembles for brain-computer interface spellers [DSA topluluklarının beyin-bilgisayar arayüzleri için uyarlamalı güçlendirilmesi]", 29th Signal Processing and Communications Applications Conference (SIU), Institute of Electrical and Electronics Engineers, June 2021 |
| Can, Başarbatu and Kerpiççi, Mine and Özkan, Hüseyin, "Online kernel-based nonlinear Neyman-Pearson classification", 28th European Signal Processing Conference (EUSIPCO), Institute of Electrical and Electronics Engineers, January 2021, 1618-1622 |
| Can, Başarbatu and Özkan, Hüseyin, "Neyman-Pearson classification via context trees [Bağlam ağaçları ile Neyman-Pearson sınıflandırması]", 28th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), October 2020 |
| Kuşkonmaz, Bulut and Özkan, Hüseyin and Gürbüz, Özgür, "Smart steering with machine learning for wireless mesh networks [Makine öğrenmesi ile kablosuz örgü ağlarda akıllı bağlantı yönlendirme]", 28th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), October 2020 |
| Yılan, Mikail and Özkan, Hüseyin and Gürbüz, Özgür, "Digital self-interference cancellation with support vector regression for full duplex communication [Tam çift yönlü haberleşme için destek vektör bağlanımı ile sayısal öz-girişim giderimi]", 28th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), October 2020 |
| Yılan, Mikail and Gürbüz, Özgür and Özkan, Hüseyin, "A residual scheme for digital self-interference cancellation in full duplex communication", IEEE International Conference on Communications Workshops (ICC Workshops), IEEE (Institute of Electrical and Electronics Engineers), July 2020 |
| Yılan, Mikail and Özkan, Hüseyin and Gürbüz, Özgür, "Nonlinear digital self-interference cancellation with SVR for full duplex communication", IEEE Wireless Communications and Networking Conference (WCNC), IEEE (Institute of Electrical and Electronics Engineers), June 2020 |
| Kerpicci, Mine and Kozat, Süleyman Serdar and Özkan, Hüseyin, "Sequential anomaly detection using nonparametric density estimators [Parametrik olmayan yoǧunluk tahmincileri ile ardışık anomali tespiti]", 27th Signal Processing and Communications Applications Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), August 2019 |
Journal:
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, Jul 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, Aug 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), 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, Oct. 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, Jan. 2014.
Conference:
Huseyin Ozkan, Sharon Gilad-Gutnick, Evan Christopher Ehrenberg and Pawan Sinha “Neural Correlates of Dynamic Face Perception”, Vision Sciences Society (VSS), 2017.
Erhan Gundogdu, Huseyin Ozkan and A. Aydin Alatan “Ensemble of Adaptive Correlation Filters for Robust Visual Tracking”, IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS), 2016.
O. Fatih Kilic, N. Denizcan Vanli, Huseyin Ozkan, et al, “Adaptive Hierarchical Space Partitioning for Online Classification”, IEEE European Signal Processing Conference (EUSIPCO), 2016.
Metin Aktas, Toygar Akgun and Huseyin Ozkan, “Yönlü Faz Temelli 3B Akustik Iyileştirme”, (National Conference - Turkish) IEEE Sinyal İşleme ve İletişim Uygulamaları (SIU), 2016.
O. Fatih Kilic, N. Denizcan Vanli, Huseyin Ozkan, et al, “Çevrimiçi Uyarlanabilen Hiyerarşik Uzay Bölüntüleyici Sınıflandırma”, (National Conference - Turkish) IEEE Sinyal İşleme ve İletişim Uygulamaları (SIU), 2016.
Erhan Gundogdu, Huseyin Ozkan, et al, “Comparison of Infrared and Visible Imagery for Object Tracking: Toward Trackers with Superior IR Performance”, IEEE International Workshop on Perception Beyond the Visible Spectrum (PBVS) in conjunction with Computer Vision and Pattern Recognition Conference (CVPR), 2015.
Metin Aktas, Toygar Akgun and Huseyin Ozkan, “Acoustic Direction Finding in Highly Reverberant Environment with Single Acoustic Vector Sensor”, IEEE European Signal Processing Conference (EUSIPCO), 2015.
N. Denizcan Vanli, Huseyin Ozkan and Suleyman S. Kozat, “Online Nonlinear Classification for High Dimensional Data”, IEEE International Congress on Big Data, 2015.
Metin Aktas, Duygu Buyukaydin, Toygar Akgun and Huseyin Ozkan, “Yüksek Yankı Altında Akustik Yön Bulma”, (National Conference - Turkish) IEEE Sinyal İşleme ve İletişim Uygulamaları (SIU), 2015.
Huseyin Ozkan, Fatih Ozkan, Ibrahim Delibalta and Suleyman S. Kozat, “Online Anomaly Detection with Constant False Alarm Rate”, IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2015.
Huseyin Ozkan, M. Ali Donmez, S. Ozgun Pelvan, Arda Akman and Suleyman S. Kozat, “Competitive and Online Piecewise Linear Classification”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013.
Huseyin Ozkan, Arda Akman and Suleyman S. Kozat, “Ek Bilgi ile Saklı Markov Model Eğitme”, (National Conference - Turkish) IEEE Sinyal İşleme ve İletişim Uygulamaları (SIU), best student paper award, 2012.
M. Ali Donmez, Huseyin Ozkan and Suleyman S. Kozat, “Transient Analysis of Convexly Constrained MixtureMethods”, IEEE InternationalWorkshop on Machine Learning for Signal Processing (MLSP), 2012.
Huseyin Ozkan, Arda Akman, Salih Ergut and Suleyman S. Kozat, “A novel training method for PHMMs”, IEEE International Workshop on Cognitive Information Processing (CIP), 2012.
Huseyin Ozkan, S. Ozgun Pelvan, Arda Akman and Suleyman S. Kozat, “Yenilikçi bir Artımlı Sınıflandırma Algoritması”, (National Conference - Turkish) IEEE Sinyal İşleme ve İletişim Uygulamaları (SIU), 2012.
Fatih Porikli and Huseyin Ozkan, “Data Driven Frequency Mapping for Computationally Scalable Object Detection”, IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), best paper award, 2011.