Onur Ozdemir

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 15

Top Topics

Maximum Likelihood

Multiple Sensors

Cognitive Radio

Classifier Fusion

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Signal Process. Lett.

IEEE Commun. Lett.

Publications

Onur Ozdemir, Rebecca L. Russell, Andrew A. Berlin
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans. IEEE Trans. Medical Imaging 39 (5) (2020)
Onur Ozdemir, Rebecca L. Russell, Andrew A. Berlin
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans. CoRR (2019)
Rebecca L. Russell, Louis Y. Kim, Lei H. Hamilton, Tomo Lazovich, Jacob A. Harer, Onur Ozdemir, Paul M. Ellingwood, Marc W. McConley
Automated Vulnerability Detection in Source Code Using Deep Representation Learning. CoRR (2018)
Jacob A. Harer, Louis Y. Kim, Rebecca L. Russell, Onur Ozdemir, Leonard R. Kosta, Akshay Rangamani, Lei H. Hamilton, Gabriel I. Centeno, Jonathan R. Key, Paul M. Ellingwood, Marc W. McConley, Jeffrey M. Opper, Sang Peter Chin, Tomo Lazovich
Automated software vulnerability detection with machine learning. CoRR (2018)
Rebecca L. Russell, Louis Y. Kim, Lei H. Hamilton, Tomo Lazovich, Jacob Harer, Onur Ozdemir, Paul M. Ellingwood, Marc W. McConley
Automated Vulnerability Detection in Source Code Using Deep Representation Learning. ICMLA (2018)
Jacob Harer, Onur Ozdemir, Tomo Lazovich, Christopher P. Reale, Rebecca L. Russell, Louis Y. Kim, Sang Peter Chin
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks. NeurIPS (2018)
Jacob Harer, Onur Ozdemir, Tomo Lazovich, Christopher P. Reale, Rebecca L. Russell, Louis Y. Kim, Sang Peter Chin
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks. CoRR (2018)
Christopher A. George, Onur Ozdemir, Connie Fournelle, Kendra E. Moore
The Role-Relevance Model for Enhanced Semantic Targeting in Unstructured Text. CoRR (2018)
Onur Ozdemir, Thomas G. Allen, Sora Choi, Thakshila Wimalajeewa, Pramod K. Varshney
Copula Based Classifier Fusion Under Statistical Dependence. IEEE Trans. Pattern Anal. Mach. Intell. 40 (11) (2018)
Onur Ozdemir, Lakshmi Narasimhan Theagarajan, Mohit Agarwal, Thakshila Wimalajeewa, Pramod K. Varshney
An MCMC Approach to Multisensor Linear Modulation Classification. WCNC (2017)
Onur Ozdemir, Benjamin Woodward, Andrew A. Berlin
Propagating Uncertainty in Multi-Stage Bayesian Convolutional Neural Networks with Application to Pulmonary Nodule Detection. CoRR (2017)
Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney
Permutation Trellis Coded Multi-Level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks. IEEE Trans. Commun. 64 (1) (2016)
Piyush Bhardwaj, Ankita Panwar, Onur Ozdemir, Engin Masazade, Irina Kasperovich, Andrew L. Drozd, Chilukuri K. Mohan, Pramod K. Varshney
Enhanced Dynamic Spectrum Access in Multiband Cognitive Radio Networks via Optimized Resource Allocation. IEEE Trans. Wirel. Commun. 15 (12) (2016)
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
Distributed Maximum Likelihood Classification of Linear Modulations Over Nonidentical Flat Block-Fading Gaussian Channels. IEEE Trans. Wirel. Commun. 14 (2) (2015)
Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su
Asynchronous Linear Modulation Classification With Multiple Sensors via Generalized EM Algorithm. IEEE Trans. Wirel. Commun. 14 (11) (2015)
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
A novel approach to dictionary construction for automatic modulation classification. J. Frankl. Inst. 351 (5) (2014)
Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su
Modulation Discovery Over Arbitrary Additive Noise Channels Based on the Richardson-Lucy Algorithm. IEEE Signal Process. Lett. 21 (6) (2014)
Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su
Hybrid Maximum Likelihood Based Linear Modulation Classification with Multiple Sensors via Generalized EM Algorithm. CoRR (2014)
Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney
Permutation Trellis Coded Multi-level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks. CoRR (2014)
Onur Ozdemir, Ruoyu Li, Pramod K. Varshney
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios. IEEE Commun. Lett. 17 (10) (2013)
Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney
Target tracking in Wireless Sensor Networks in the presence of Byzantines. FUSION (2013)
Onur Ozdemir, Pramod K. Varshney, Wei Su
Asynchronous hybrid maximum likelihood classification of linear modulations. GLOBECOM (2013)
Onur Ozdemir, Ruoyu Li, Pramod K. Varshney
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios CoRR (2013)
Aditya Vempaty, Onur Ozdemir, Keshav Agrawal, Hao Chen, Pramod K. Varshney
Localization in Wireless Sensor Networks: Byzantines and Mitigation Techniques. IEEE Trans. Signal Process. 61 (6) (2013)
Sandeep Gogineni, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney
A cross layer routing protocol for cognitive radio networks using channel activity tracking. ACSCC (2012)
Kanke Gao, Onur Ozdemir, Dimitrios A. Pados, Stella N. Batalama, Tommaso Melodia, Andrew L. Drozd
Cognitive Code-Division Channelization with Admission Control. J. Comput. Networks Commun. 2012 (2012)
Ankita Panwar, Piyush Bhardwaj, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd
On optimization algorithms for the design of multiband cognitive radio networks. CISS (2012)
Kanke Gao, Onur Ozdemir, Dimitrios A. Pados, Stella N. Batalama, Tommaso Melodia, Andrew L. Drozd
Joint admission control and resource allocation in cognitive code-division networks. SPAWC (2012)
Onur Ozdemir, Pramod K. Varshney, Wei Su, Andrew L. Drozd
Asymptotic Properties of Likelihood Based Linear Modulation Classification Systems CoRR (2012)
Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Pramod K. Varshney
Performance of Permutation Trellis Codes in Cognitive Radio Networks. Sarnoff Symposium (2012)
Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney
Mitigation of Byzantine attacks for target location estimation in wireless sensor networks. CISS (2012)
Yujiao Zheng, Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
New Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 60 (10) (2012)
Onur Ozdemir, Andrew L. Drozd, Engin Masazade, Pramod K. Varshney
Successful Communications in a Cognitive Radio Network with Transmission Hyperspace. GLOBECOM (2011)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney, Andrew L. Drozd
Modified Bayesian Cramé R-rao lower bound for nonlinear tracking. ICASSP (2011)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Dynamic bit allocation for target tracking in sensor networks with quantized measurements. ICASSP (2010)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Distributed estimation using binary data transmitted over fading channels. ICASSP (2009)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Channel Aware Target Localization With Quantized Data in Wireless Sensor Networks. IEEE Trans. Signal Process. 57 (3) (2009)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Tracking in wireless sensor networks using particle filtering: physical layer considerations. IEEE Trans. Signal Process. 57 (5) (2009)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Adaptive local quantizer design for tracking in a wireless sensor network. ACSCC (2008)
Onur Ozdemir, Zafer Sahinoglu, Jinyun Zhang
Narrowband Interference Resilient Receiver Design for Unknown UWB Signal Detection. ICC (2008)
Onur Ozdemir, Ruixin Niu, Pramod K. Varshney
Channel aware target localization in wireless sensor networks. FUSION (2007)