Soosan Beheshti

According to our database, Soosan Beheshti authored at least 90 papers between 1998 and 2024.

Collaborative distances:

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

2024

Polynomial Regression Hyperparameter Selection and Analysis using Reconstruction Error Minimization (REM).

Soosan Beheshti, Mahdi Shamsi, Younes Sadat-Nejad, Miaosen Zhou

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

Context-Aware Query Term Difficulty Estimation for Performance Prediction.

Abbas Saleminezhad, Negar Arabzadeh, Soosan Beheshti, Ebrahim Bagheri

Proceedings of the Advances in Information Retrieval, 2024

2023

A hybrid approach for tracking borders in echocardiograms.

Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi, Tohid Yousefi Rezaii, Asim N. Cheema, João Pedrosa

Signal Image Video Process., March, 2023

Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes.

Shiva Asadzadeh, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini

Cogn. Comput., January, 2023

Separability and Scatteredness (S&S) Ratio-Based Efficient SVM Regularization Parameter, Kernel, and Kernel Parameter Selection.

Mahdi Shamsi, Soosan Beheshti

CoRR, 2023

Learnability, Sample Complexity, and Hypothesis Class Complexity for Regression Models.

Soosan Beheshti, Mahdi Shamsi

CoRR, 2023

Developing an efficient functional connectivity-based geometric deep network for automatic EEG-based visual decoding.

Nastaran Khaleghi, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini

Biomed. Signal Process. Control., 2023

Relative Entropy (RE)-Based LTI System Modeling Equipped With Simultaneous Time Delay Estimation and Online Modeling.

Mahdi Shamsi, Soosan Beheshti

IEEE Access, 2023

Granger Causality Pattern Learning Equipped with Noise Invalidation Soft Thresholding.

Khashayar Bayati, Karthikeyan Umapathy, Soosan Beheshti

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Relative Entropy (RE) Based LTI System Modeling Equipped with time delay Estimation and Online Modeling.

Mahdi Shamsi, Soosan Beheshti

CoRR, 2022

2021

Linear mixing model with scaled bundle dictionary for hyperspectral unmixing with spectral variability.

Saeideh Ghanbari Azar, Saeed Meshgini, Soosan Beheshti, Tohid Yousefi Rezaii

Signal Process., 2021

Echocardiographic image segmentation using deep Res-U network.

Yasser Ali, Farrokh Janabi-Sharifi, Soosan Beheshti

Biomed. Signal Process. Control., 2021

Echocardiogram segmentation using active shape model and mean squared eigenvalue error.

Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi

Biomed. Signal Process. Control., 2021

Centrality Based Number of Cluster Estimation in Graph Clustering.

Mahdi Shamsi, Soosan Beheshti

Proceedings of the IEEE International Conference on Acoustics, 2021

Automatic Order Selection in Autoregressive Modeling with Application in EEG Sleep-Stage Classification.

Farah Nassif, Soosan Beheshti

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Spatial analysis of EEG signals for Parkinson's disease stage detection.

Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti

Signal Image Video Process., 2020

Hyperspectral image classification based on sparse modeling of spectral blocks.

Saeideh Ghanbari Azar, Saeed Meshgini, Tohid Yousefi Rezaii, Soosan Beheshti

Neurocomputing, 2020

K-MACE and Kernel K-MACE Clustering.

Soosan Beheshti, Edward W. Nidoy, Faizan Rahman

IEEE Access, 2020

MNDL Sparsity Order Selection for Compressed Sensing with Application in ECG Compression.

Mahdi Shamsi, Tohid Yousefi Rezaii, Soosan Beheshti

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Pole-Zero REM Modeling with Application in EEG Artifact Removal.

Farah Nassif, Tohid Yousefi Rezaii, Soosan Beheshti

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Joint Preprocessing of Multiple Datasets to Enhance Source Separation.

Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti

IEEE Signal Process. Lett., 2019

Block sparse multi-lead ECG compression exploiting between-lead collaboration.

Siavash Eftekharifar, Tohid Yousefi Rezaii, Soosan Beheshti, Sabalan Daneshvar

IET Signal Process., 2019

Higher Resolution sLORETA (HR-sLORETA) in EEG Source Imaging.

Younes Sadat-Nejad, Soosan Beheshti

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Correct Number of Clusters (CNC) Description Length in Arbitrary Shape Clustering.

Mahdi Shamsi, Faizan Rahman, Soosan Beheshti

Proceedings of the 16th Canadian Workshop on Information Theory, 2019

Automated EEG Source Error Thresholding (AESET) in L2-Regularization Inverse Problems.

Younes Sadat-Nejad, Soosan Beheshti

Proceedings of the 16th Canadian Workshop on Information Theory, 2019

Efficient Blinking Component Estimation in Subspace-Based EEG and MEG Analysis.

Younes Sadat-Nejad, Soosan Beheshti

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Number of Source Signal Estimation by the Mean Squared Eigenvalue Error.

Soosan Beheshti, Saba Sedghizadeh

IEEE Trans. Signal Process., 2018

Data-driven subspace predictive control: Stability and horizon tuning.

Saba Sedghizadeh, Soosan Beheshti

J. Frankl. Inst., 2018

Particle swarm optimization based fuzzy gain scheduled subspace predictive control.

Saba Sedghizadeh, Soosan Beheshti

Eng. Appl. Artif. Intell., 2018

ECG signal compression and denoising via optimum sparsity order selection in compressed sensing framework.

Tohid Yousefi Rezaii, Soosan Beheshti, Mahdi Shamsi, Siavash Eftekharifar

Biomed. Signal Process. Control., 2018

Generalized Adaptive Weighted Recursive Least Squares Dictionary Learning for Retinal Vessel Inpainting.

Yashar Naderahmadian, Soosan Beheshti

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Kernel K-Mace Clustering.

Faizan Rahman, Soosan Beheshti

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2016

Correlation Based Online Dictionary Learning Algorithm.

Yashar Naderahmadian, Soosan Beheshti, Mohammad Ali Tinati

IEEE Trans. Signal Process., 2016

Signature test as statistical testing in clustering.

Mahdi Shahbaba, Soosan Beheshti

Signal Image Video Process., 2016

Subband-dependent compressed sensing in local CT reconstruction.

SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul

Signal Image Video Process., 2016

Generalized adaptive weighted recursive least squares dictionary learning.

Yashar Naderahmadian, Mohammad Ali Tinati, Soosan Beheshti

Signal Process., 2016

CANDECOMP/PARAFAC model order selection based on Reconstruction Error in the presence of Kronecker structured colored noise.

Saeed Pouryazdian, Soosan Beheshti, Sridhar Krishnan

Digit. Signal Process., 2016

Multi-domain feature selection in auditory MisMatch Negativity via PARAFAC-based template matching approach.

Saeed Pouryazdian, Andrew Chang, Dan J. Bosnyak, Laurel J. Trainor, Soosan Beheshti, Sridhar Krishnan

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A novel approach in household electricity consumption forecasting.

Assad Sahebalam, Soosan Beheshti, Wael Khreich, Edward W. Nidoy

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Reconstruction-error distortion in LTI system modeling.

Soosan Beheshti, Assad Sahebalam

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

Fuzzy Gain Scheduling of Subspace Predictive Controller.

Saba Sedghizadeh, Soosan Beheshti

Proceedings of the 2016 American Control Conference, 2016

2015

Similarity Validation Based Nonlocal Means Image Denoising.

Mina Sharifymoghaddam, Soosan Beheshti, Pegah Elahi, Masoud Hashemi

IEEE Signal Process. Lett., 2015

Adaptive updating of regularization parameters.

SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul

Signal Process., 2015

Adaptively Tuned Iterative Low Dose CT Image Denoising.

SayedMasoud Hashemi, Narinder S. Paul, Soosan Beheshti, Richard S. C. Cobbold

Comput. Math. Methods Medicine, 2015

Accelerated Compressed Sensing Based CT Image Reconstruction.

SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold

Comput. Math. Methods Medicine, 2015

Analysis of electrocardiogram pre-shock waveforms during ventricular fibrillation.

M. Rasooli, Farbod Hosseyndoust Foomany, Krishnanand Balasundaram, Stéphane Massé, Nima Zamiri, Andrew Ramadeen, X. Hu, Paul Dorian, Kumaraswamy Nanthakumar, Sridhar Krishnan, Soosan Beheshti, Karthikeyan Umapathy

Biomed. Signal Process. Control., 2015

A new approach for SSVEP detection using PARAFAC and canonical correlation analysis.

Richard M. G. Tello, Saeed Pouryazdian, André Ferreira, Soosan Beheshti, Sridhar Krishnan, Teodiano F. Bastos

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Localization of brain activities using multiway analysis of EEG tensor via EMD and reassigned TF representation.

Saeed Pouryazdian, Soosan Beheshti, Sridhar Krishnan

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Gaussian multiple-access relay channels with non-causal side information at the transmitters.

Assad Sahebalam, Soosan Beheshti

Proceedings of the 14th IEEE Canadian Workshop on Information Theory, 2015

Competitive clustering of wireless sensor networks with ultra-wideband multiple-access relay channel.

Assad Sahebalam, Soosan Beheshti

Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

A realistic attack on SVD based watermarking scheme.

Yashar Naderahmadian, Soosan Beheshti

Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

Robustness of wavelet domain watermarking against scaling attack.

Yashar Naderahmadian, Soosan Beheshti

Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014

Adaptive Bayesian Denoising for General Gaussian Distributed Signals.

Masoud Hashemi, Soosan Beheshti

IEEE Trans. Signal Process., 2014

Sparsity aware consistent and high precision variable selection.

Tohid Yousefi Rezaii, Mohammad Ali Tinati, Soosan Beheshti

Signal Image Video Process., 2014

MACE-means clustering.

Mahdi Shahbaba, Soosan Beheshti

Signal Process., 2014

Efficient Low Dose X-ray CT Reconstruction through Sparsity-Based MAP Modeling.

SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold

CoRR, 2014

Efficient unimodality test in clustering by signature testing.

Mahdi Shahbaba, Soosan Beheshti

Proceedings of the IEEE International Conference on Acoustics, 2014

BM3D mridenoising equipped with noise invalidation technique.

Pegah Elahi, Soosan Beheshti, Masoud Hashemi

Proceedings of the IEEE International Conference on Acoustics, 2014

Non-local total variation based low-dose Computed Tomography denoising.

SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Model verification of GMM clustering based on signature testing.

Mahdi Shahbaba, Soosan Beheshti

Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013

Adaptive efficient sparse estimator achieving oracle properties.

Tohid Yousefi Rezaii, Mohammad Ali Tinati, Soosan Beheshti

IET Signal Process., 2013

Hand posture recognition using K-NN and Support Vector Machine classifiers evaluated on our proposed HandReader dataset.

Ghassem Tofighi, Anastasios N. Venetsanopoulos, Kaamran Raahemifar, Soosan Beheshti, Helia Mohammadi

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Fast fan/parallel beam CS-based low-dose CT reconstruction.

SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold

Proceedings of the IEEE International Conference on Acoustics, 2013

Blind source separation in characterizing ECG pre-shock waveforms during ventricular fibrillation.

M. Rasooli, Farbod Hosseyndoust Foomany, Krishnanand Balasundaram, Stéphane Massé, Nima Zamiri, Andrew Ramadeen, X. Hu, Paul Dorian, Kumaraswamy Nanthakumar, Soosan Beheshti, Karthikeyan Umapathy

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Region covariance descriptors calculated over the salient points for target tracking.

Serdar Çakir, Tayfun Aytaç, Alper Yildirim, Soosan Beheshti, Ömer Nezih Gerek, A. Enis Çetin

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

Improving X-means clustering with MNDL.

Mahdi Shahbaba, Soosan Beheshti

Proceedings of the 11th International Conference on Information Science, 2012

Minimum noiseless description length (MNDL) based regularization parameter selection.

Saeed Pouryazdian, Soosan Beheshti, Sridhar Sri Krishnan

Proceedings of the 11th International Conference on Information Science, 2012

Hyperspectral image compression using 3D discrete cosine transform and support vector machine learning.

Azam Karami, Soosan Beheshti, Mehran Yazdi

Proceedings of the 11th International Conference on Information Science, 2012

2011

Mean-Square Error in Periodogram Approaches With Adaptive Windowing.

Soosan Beheshti, Maryam Ravan, James P. Reilly, Laurel J. Trainor

IEEE Trans. Signal Process., 2011

Simultaneous Denoising and Intrinsic Order Selection in Hyperspectral Imaging.

Masoud Farzam, Soosan Beheshti

IEEE Trans. Geosci. Remote. Sens., 2011

Mean Square Error Estimation in Thresholding.

Soosan Beheshti, Masoud Hashemi, Ervin Sejdic, Tom Chau

IEEE Signal Process. Lett., 2011

Robust hyperspectral signal unmixing in the presence of correlated noise.

Masoud Farzam, Soosan Beheshti

Proceedings of the IEEE International Conference on Acoustics, 2011

Speech recognition from adaptive windowing PSD estimation.

Maryam Ravan, Soosan Beheshti

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

Information theoretic assessment of correlated noise in hyperspectral signal unmixing.

Masoud Farzam, Soosan Beheshti

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010

Noise Invalidation Denoising.

Soosan Beheshti, Masoud Hashemi, Xiao-Ping (Steven) Zhang, Nima Nikvand

IEEE Trans. Signal Process., 2010

Noisy data and impulse response estimation.

Soosan Beheshti, Munther A. Dahleh

IEEE Trans. Signal Process., 2010

Adaptive Noise Variance Estimation in BayesShrink.

Masoud Hashemi, Soosan Beheshti

IEEE Signal Process. Lett., 2010

Noiseless Codelength in Wavelet Denoising.

Soosan Beheshti, Azadeh Fakhrzadeh, Sridhar Krishnan

EURASIP J. Adv. Signal Process., 2010

2009

A noiseless code length method (NCLM) to estimate dimensionality of hyperspectral data.

Masoud Farzam, Soosan Beheshti

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Kullback-Leibler distance in linear parametric modeling.

Soosan Beheshti

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Data Compression and Linear Modeling.

Soosan Beheshti

Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007

Optimum Segmentation and Windowing in Nonparametric Power Spectral Density Estimation.

Soosan Beheshti, Sudeshna Pal

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

2006

A New Approach to Order Selection and Parametric Spectrum Estimation.

Soosan Beheshti

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A new information-theoretic approach to signal denoising and best basis selection.

Soosan Beheshti, Munther A. Dahleh

IEEE Trans. Signal Process., 2005

2003

Noise variance in signal denoising.

Soosan Beheshti, Munther A. Dahleh

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

LTI systems, additive noise, and order estimation.

Soosan Beheshti, Munther A. Dahleh

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

A new minimum description length.

Soosan Beheshti, Munther A. Dahleh

Proceedings of the American Control Conference, 2003

2002

Minimum description complexity.

Soosan Beheshti

PhD thesis, 2002

2000

On model quality evaluation of stable LTI systems.

Soosan Beheshti, Munther A. Dahleh

Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1998

Joint intersymbol and multiple-access interference suppression algorithms for CDMA systems.

Soosan Beheshti, Gregory W. Wornell, Steven H. Isabelle

Eur. Trans. Telecommun., 1998