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2020

Joneidi, Mohsen; Vahidian, Saeed; Esmaeili, Ashkan; Wang, Wijia; Rahnavard, Nazanin; Lin, Bill; Shah, Mubarak

Select to Better Learn: Fast and Accurate Deep Learning using Data Selection from Nonlinear Manifolds Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR '20) 2020.

Links | BibTeX | Tags: Active Learning, Data Selection, Deep Learning, Few Shot Learning, Generative Adversarial Networks, Graph Summarization, Openset Detection, REM, Representative Selection

Joneidi, Mohsen; Alkhouri, Ismail; Hejazikookamari, Farzam; Rahnavard, Nazanin

Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks Conference

IEEE 2020 International RADAR Conference 2020.

Links | BibTeX | Tags: Cognitive Radio Networks, Deep Learning, REM, Spectrum Sensing, Tensor Analysis, Wireless Networks

Hejazikookamari, Farzam; Joneidi, Mohsen; Rahnavard, Nazanin

A Tensor-based Localization Framework Exploiting Phase Interferometry Measurements Conference

IEEE 2020 International RADAR Conference 2020.

Links | BibTeX | Tags: Cognitive Radio Networks, Localization, Radio Cartography, REM, Sensor Networks, Spectrum Sensing, Tensor Analysis

2019

Taheri Sadr, Mojtaba; Joneidi, Mohsen; Rahnavard, Nazanin

EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks Conference

IEEE 29th International Workshop on Machine learning for Signal Processing (MLSP), 2019.

Links | BibTeX | Tags: Classification, Deep Learning, EEG Signal, REM, Tensor Analysis

Joneidi, Mohsen; Yazdani, Hassan; Vosoughi, Azadeh; Rahnavard, Nazanin

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas Conference

Source Localization and Tracking for Dynamic Radio Cartography using Directional Antennas, 2019, ISBN: 978-1-7281-1207-7.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, Directional Antennas, Localization, Radio Cartography, REM, Sensor Networks, Spectrum Sensing

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin; Shah, Mubarak

Iterative Projection and Matching: Finding Structure-preserving Representatives and Its Application to Computer Vision Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR '19), Long Beach, CA, 2019.

Links | BibTeX | Tags: Active Learning, Data Selection, Deep Learning, Generative Adversarial Networks, REM, Representative Selection, Video Summarization

2018

Joneidi, Mohsen; Zaeemzadeh, Alireza; Shahrasbi, Behzad; Qi, Guojun; Rahnavard, Nazanin

E-optimal Sensor Selection for Compressive Sensing-based Purposes Journal Article

In: IEEE Transactions on Big Data , 2018.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, REM, Sensor Selection, Spectrum Sensing

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin; Qi, Guo-Jun

Co-SpOT: Cooperative Spectrum Opportunity Detection using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks Journal Article

In: IEEE Trans. On Cognitive Communications and Networking, 4 (2), pp. 206 - 219, 2018.

Links | BibTeX | Tags: Bayesian Data Analysis, Cognitive Radio Networks, Spectrum Sensing

2017

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rahnavard, Nazanin

Dynamic Sensor Selection for Reliable Spectrum Sensing via E-Optimal Criterion Conference

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IEEE 2017.

Links | BibTeX | Tags: Cognitive Radio Networks, Compressive Sensing, Compressive Sensing Application, Sensor Selection, Spectrum Sensing

Zaeemzadeh, Alireza; Joneidi, Mohsen; Shahrasbi, Behzad; Rahnavard, Nazanin

Robust Target Localization Based on Squared Range Iterative Reweighted Least Squares Conference

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IEEE 2017.

Links | BibTeX | Tags: Localization, Wireless Sensor Networks

Zaeemzadeh, Alireza; Joneidi, Mohsen; Rahnavard, Nazanin

Adaptive non-uniform compressive sampling for time-varying signals Conference

Information Sciences and Systems (CISS), 2017 51st Annual Conference on, IEEE 2017.

Links | BibTeX | Tags: Compressive Sensing, Compressive Sensing Application, Compressive Sensing Reconstruction, Nonuniform sampling

2016

Joneidi, Mohsen; Ahmadi, Parvin; Sadeghi, Mostafa; Rahnavard, Nazanin

Union of low-rank subspaces detector Journal Article

In: IET Signal Processing, 10 (1), pp. 55–62, 2016.

Links | BibTeX | Tags: Detection

2015

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rezaeifar, Shideh; Abavisani, Mahdi; Rahnavard, Nazanin

LFM signal detection and estimation based on sparse representation Conference

Information Sciences and Systems (CISS), 2015 49th Annual Conference on, IEEE 2015.

BibTeX | Tags: Detection

Joneidi, Mohsen; Zaeemzadeh, Alireza; Rahnavard, Nazanin; Khalilsarai, Mahdi Barzegar

Matrix coherency graph: A tool for improving sparse coding performance Conference

Sampling Theory and Applications (SampTA), 2015 International Conference on, IEEE 2015.

BibTeX | Tags: Compressive Sensing

Zaeemzadeh, Alireza; Joneidi, Mohsen; Shahrasbi, Behzad; Rahnavard, Nazanin

Missing spectrum-data recovery in cognitive radio networks using piecewise constant nonnegative matrix factorization Conference

Military Communications Conference, MILCOM 2015-2015 IEEE, IEEE 2015.

Links | BibTeX | Tags: Cognitive Radio Networks