Huseyin Ozkan

According to our database1, Huseyin Ozkan authored at least 35 papers between 2011 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
A Deep Neural Network for SSVEP-based Brain Computer Interfaces.
CoRR, 2020

A Neural Network Approach for Online Nonlinear Neyman-Pearson Classification.
IEEE Access, 2020

Nonlinear Digital Self-interference Cancellation with SVR for Full Duplex Communication.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

A Residual Scheme for Digital Self-Interference Cancellation in Full Duplex Communication.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Online Kernel-Based Nonlinear Neyman-Pearson Classification.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical Structures.
IEEE Trans. Neural Networks Learn. Syst., 2019

Nonlinear regression via incremental decision trees.
Pattern Recognit., 2019

Nonlinear digital self-interference cancellation for full duplex communication.
Phys. Commun., 2019

Machine learning based smart steering for wireless mesh networks.
Ad Hoc Networks, 2019

Sequential Anomaly Detection Using Nonparametric Density Estimators.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018
Efficient NP Tests for Anomaly Detection Over Birth-Death Type DTMCs.
J. Signal Process. Syst., 2018

Boosted adaptive filters.
Digit. Signal Process., 2018

Acoustic direction finding using single acoustic vector sensor under high reverberation.
Digit. Signal Process., 2018

2017
Extending Correlation Filter-Based Visual Tracking by Tree-Structured Ensemble and Spatial Windowing.
IEEE Trans. Image Process., 2017

2016
Online Classification via Self-Organizing Space Partitioning.
IEEE Trans. Signal Process., 2016

Online Anomaly Detection Under Markov Statistics With Controllable Type-I Error.
IEEE Trans. Signal Process., 2016

Online adaptive hierarchical space partitioning classifier.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Directional phased based 3D acoustic enhancement.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Adaptive hierarchical space partitioning for online classification.
Proceedings of the 24th European Signal Processing Conference, 2016

Ensemble Of adaptive correlation filters for robust visual tracking.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015
Data Imputation Through the Identification of Local Anomalies.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm.
IEEE Trans. Neural Networks Learn. Syst., 2015

Acoustic direction finding under high reverberation.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Online anomaly detection with constant false alarm rate.
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.
Proceedings of the 23rd European Signal Processing Conference, 2015

Comparison of infrared and visible imagery for object tracking: Toward trackers with superior IR performance.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Online Nonlinear Classification for High-Dimensional Data.
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.
Signal Process., 2014

2013
Competitive and online piecewise linear classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
A Novel Training Algorithm for HMMs with Partial and Noisy Access to the States
CoRR, 2012

A novel and incremental classification algorithm.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Hidden Markov Model training with side information.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Transient analysis of convexly constrained mixture methods.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

A novel training method for PHMMs.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011
Data driven frequency mapping for computationally scalable object detection.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011


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