Soosan Beheshti

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 41

Top Venues

EMBC

CoRR

CCECE

Biomed. Signal Process. Control.

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Abbas Saleminezhad, Negar Arabzadeh, Soosan Beheshti, Ebrahim Bagheri
Context-Aware Query Term Difficulty Estimation for Performance Prediction. ECIR (4) (2024)
Khashayar Bayati, Karthikeyan Umapathy, Soosan Beheshti
Granger Causality Pattern Learning Equipped with Noise Invalidation Soft Thresholding. EUSIPCO (2023)
Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi, Tohid Yousefi Rezaii, Asim N. Cheema, João Pedrosa
A hybrid approach for tracking borders in echocardiograms. Signal Image Video Process. 17 (2) (2023)
Shiva Asadzadeh, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini
Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes. Cogn. Comput. 15 (1) (2023)
Mahdi Shamsi, Soosan Beheshti
Separability and Scatteredness (S&S) Ratio-Based Efficient SVM Regularization Parameter, Kernel, and Kernel Parameter Selection. CoRR (2023)
Soosan Beheshti, Mahdi Shamsi
Learnability, Sample Complexity, and Hypothesis Class Complexity for Regression Models. CoRR (2023)
Nastaran Khaleghi, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini
Developing an efficient functional connectivity-based geometric deep network for automatic EEG-based visual decoding. Biomed. Signal Process. Control. 80 (Part) (2023)
Mahdi Shamsi, Soosan Beheshti
Relative Entropy (RE)-Based LTI System Modeling Equipped With Simultaneous Time Delay Estimation and Online Modeling. IEEE Access 11 (2023)
Mahdi Shamsi, Soosan Beheshti
Relative Entropy (RE) Based LTI System Modeling Equipped with time delay Estimation and Online Modeling. CoRR (2022)
Saeideh Ghanbari Azar, Saeed Meshgini, Soosan Beheshti, Tohid Yousefi Rezaii
Linear mixing model with scaled bundle dictionary for hyperspectral unmixing with spectral variability. Signal Process. 188 (2021)
Yasser Ali, Farrokh Janabi-Sharifi, Soosan Beheshti
Echocardiographic image segmentation using deep Res-U network. Biomed. Signal Process. Control. 64 (2021)
Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi
Echocardiogram segmentation using active shape model and mean squared eigenvalue error. Biomed. Signal Process. Control. 69 (2021)
Mahdi Shamsi, Soosan Beheshti
Centrality Based Number of Cluster Estimation in Graph Clustering. ICASSP (2021)
Farah Nassif, Soosan Beheshti
Automatic Order Selection in Autoregressive Modeling with Application in EEG Sleep-Stage Classification. ICASSP (2021)
Soosan Beheshti, Edward W. Nidoy, Faizan Rahman
K-MACE and Kernel K-MACE Clustering. IEEE Access 8 (2020)
Saeideh Ghanbari Azar, Saeed Meshgini, Tohid Yousefi Rezaii, Soosan Beheshti
Hyperspectral Image Classification Based on Sparse Modeling of Spectral Blocks. CoRR (2020)
Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti
Spatial analysis of EEG signals for Parkinson's disease stage detection. Signal Image Video Process. 14 (2) (2020)
Farah Nassif, Tohid Yousefi Rezaii, Soosan Beheshti
Pole-Zero REM Modeling with Application in EEG Artifact Removal. EMBC (2020)
Saeideh Ghanbari Azar, Saeed Meshgini, Tohid Yousefi Rezaii, Soosan Beheshti
Hyperspectral image classification based on sparse modeling of spectral blocks. Neurocomputing 407 (2020)
Mahdi Shamsi, Tohid Yousefi Rezaii, Soosan Beheshti
MNDL Sparsity Order Selection for Compressed Sensing with Application in ECG Compression. EMBC (2020)
Younes Sadat-Nejad, Soosan Beheshti
Efficient Blinking Component Estimation in Subspace-Based EEG and MEG Analysis. ACSSC (2019)
Younes Sadat-Nejad, Soosan Beheshti
Higher Resolution sLORETA (HR-sLORETA) in EEG Source Imaging. EMBC (2019)
Siavash Eftekharifar, Tohid Yousefi Rezaii, Soosan Beheshti, Sabalan Daneshvar
Block sparse multi-lead ECG compression exploiting between-lead collaboration. IET Signal Process. 13 (1) (2019)
Mahdi Shamsi, Faizan Rahman, Soosan Beheshti
Correct Number of Clusters (CNC) Description Length in Arbitrary Shape Clustering. CWIT (2019)
Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti
Joint Preprocessing of Multiple Datasets to Enhance Source Separation. IEEE Signal Process. Lett. 26 (12) (2019)
Younes Sadat-Nejad, Soosan Beheshti
Automated EEG Source Error Thresholding (AESET) in L2-Regularization Inverse Problems. CWIT (2019)
Tohid Yousefi Rezaii, Soosan Beheshti, Mahdi Shamsi, Siavash Eftekharifar
ECG signal compression and denoising via optimum sparsity order selection in compressed sensing framework. Biomed. Signal Process. Control. 41 (2018)
Saba Sedghizadeh, Soosan Beheshti
Particle swarm optimization based fuzzy gain scheduled subspace predictive control. Eng. Appl. Artif. Intell. 67 (2018)
Soosan Beheshti, Saba Sedghizadeh
Number of Source Signal Estimation by the Mean Squared Eigenvalue Error. IEEE Trans. Signal Process. 66 (21) (2018)
Faizan Rahman, Soosan Beheshti
Kernel K-Mace Clustering. ACSSC (2018)
Yashar Naderahmadian, Soosan Beheshti
Generalized Adaptive Weighted Recursive Least Squares Dictionary Learning for Retinal Vessel Inpainting. SSP (2018)
Saba Sedghizadeh, Soosan Beheshti
Data-driven subspace predictive control: Stability and horizon tuning. J. Frankl. Inst. 355 (15) (2018)
Soosan Beheshti, Assad Sahebalam
Reconstruction-error distortion in LTI system modeling. CCECE (2016)
Saeed Pouryazdian, Soosan Beheshti, Sridhar Krishnan
CANDECOMP/PARAFAC model order selection based on Reconstruction Error in the presence of Kronecker structured colored noise. Digit. Signal Process. 48 (2016)
Yashar Naderahmadian, Soosan Beheshti, Mohammad Ali Tinati
Correlation Based Online Dictionary Learning Algorithm. IEEE Trans. Signal Process. 64 (3) (2016)
Mahdi Shahbaba, Soosan Beheshti
Signature test as statistical testing in clustering. Signal Image Video Process. 10 (7) (2016)
Saeed Pouryazdian, Andrew Chang, Dan J. Bosnyak, Laurel J. Trainor, Soosan Beheshti, Sridhar Krishnan
Multi-domain feature selection in auditory MisMatch Negativity via PARAFAC-based template matching approach. EMBC (2016)
SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul
Subband-dependent compressed sensing in local CT reconstruction. Signal Image Video Process. 10 (6) (2016)
Saba Sedghizadeh, Soosan Beheshti
Fuzzy Gain Scheduling of Subspace Predictive Controller. ACC (2016)
Yashar Naderahmadian, Mohammad Ali Tinati, Soosan Beheshti
Generalized adaptive weighted recursive least squares dictionary learning. Signal Process. 118 (2016)
Assad Sahebalam, Soosan Beheshti, Wael Khreich, Edward W. Nidoy
A novel approach in household electricity consumption forecasting. CCECE (2016)
Richard M. G. Tello, Saeed Pouryazdian, André Ferreira, Soosan Beheshti, Sridhar Krishnan, Teodiano F. Bastos
A new approach for SSVEP detection using PARAFAC and canonical correlation analysis. EMBC (2015)
Saeed Pouryazdian, Soosan Beheshti, Sridhar Krishnan
Localization of brain activities using multiway analysis of EEG tensor via EMD and reassigned TF representation. EMBC (2015)
Yashar Naderahmadian, Soosan Beheshti
Robustness of wavelet domain watermarking against scaling attack. CCECE (2015)
Yashar Naderahmadian, Soosan Beheshti
A realistic attack on SVD based watermarking scheme. CCECE (2015)
Assad Sahebalam, Soosan Beheshti
Competitive clustering of wireless sensor networks with ultra-wideband multiple-access relay channel. CCECE (2015)
SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul
Adaptive updating of regularization parameters. Signal Process. 113 (2015)
SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold
Accelerated Compressed Sensing Based CT Image Reconstruction. Comput. Math. Methods Medicine 2015 (2015)
SayedMasoud Hashemi, Narinder S. Paul, Soosan Beheshti, Richard S. C. Cobbold
Adaptively Tuned Iterative Low Dose CT Image Denoising. Comput. Math. Methods Medicine 2015 (2015)
Mina Sharifymoghaddam, Soosan Beheshti, Pegah Elahi, Masoud Hashemi
Similarity Validation Based Nonlocal Means Image Denoising. IEEE Signal Process. Lett. 22 (12) (2015)
M. Rasooli, Farbod Hosseyndoust Foomany, Krishnanand Balasundaram, Stéphane Massé, Nima Zamiri, Andrew Ramadeen, X. Hu, P. Dorian, Kumaraswamy Nanthakumar, Sridhar Krishnan, Soosan Beheshti, Karthikeyan Umapathy
Analysis of electrocardiogram pre-shock waveforms during ventricular fibrillation. Biomed. Signal Process. Control. 21 (2015)
Assad Sahebalam, Soosan Beheshti
Gaussian multiple-access relay channels with non-causal side information at the transmitters. CWIT (2015)
Tohid Yousefi Rezaii, Mohammad Ali Tinati, Soosan Beheshti
Sparsity aware consistent and high precision variable selection. Signal Image Video Process. 8 (8) (2014)
Pegah Elahi, Soosan Beheshti, Masoud Hashemi
BM3D mridenoising equipped with noise invalidation technique. ICASSP (2014)
Masoud Hashemi, Soosan Beheshti
Adaptive Bayesian Denoising for General Gaussian Distributed Signals. IEEE Trans. Signal Process. 62 (5) (2014)
SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul
Non-local total variation based low-dose Computed Tomography denoising. EMBC (2014)
SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold
Efficient Low Dose X-ray CT Reconstruction through Sparsity-Based MAP Modeling. CoRR (2014)
Mahdi Shahbaba, Soosan Beheshti
Efficient unimodality test in clustering by signature testing. ICASSP (2014)
Mahdi Shahbaba, Soosan Beheshti
Model verification of GMM clustering based on signature testing. CCECE (2014)
Mahdi Shahbaba, Soosan Beheshti
Efficient unimodality test in clustering by signature testing. CoRR (2014)
Mahdi Shahbaba, Soosan Beheshti
MACE-means clustering. Signal Process. 105 (2014)
Tohid Yousefi Rezaii, Mohammad Ali Tinati, Soosan Beheshti
Adaptive efficient sparse estimator achieving oracle properties. IET Signal Process. 7 (4) (2013)
Ghassem Tofighi, Anastasios N. Venetsanopoulos, Kaamran Raahemifar, Soosan Beheshti, Helia Mohammadi
Hand posture recognition using K-NN and Support Vector Machine classifiers evaluated on our proposed HandReader dataset. DSP (2013)
M. Rasooli, Farbod Hosseyndoust Foomany, Krishnanand Balasundaram, Stéphane Massé, Nima Zamiri, Andrew Ramadeen, X. Hu, P. Dorian, Kumaraswamy Nanthakumar, Soosan Beheshti, Karthikeyan Umapathy
Blind source separation in characterizing ECG pre-shock waveforms during ventricular fibrillation. EMBC (2013)
SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold
Fast fan/parallel beam CS-based low-dose CT reconstruction. ICASSP (2013)
Serdar Çakir, Tayfun Aytaç, Alper Yildirim, Soosan Beheshti, Ömer Nezih Gerek, A. Enis Çetin
Region covariance descriptors calculated over the salient points for target tracking. SIU (2012)
Mahdi Shahbaba, Soosan Beheshti
Improving X-means clustering with MNDL. ISSPA (2012)
Saeed Pouryazdian, Soosan Beheshti, Sridhar Sri Krishnan
Minimum noiseless description length (MNDL) based regularization parameter selection. ISSPA (2012)
Azam Karami, Soosan Beheshti, Mehran Yazdi
Hyperspectral image compression using 3D discrete cosine transform and support vector machine learning. ISSPA (2012)
Soosan Beheshti, Maryam Ravan, James P. Reilly, Laurel J. Trainor
Mean-Square Error in Periodogram Approaches With Adaptive Windowing. IEEE Trans. Signal Process. 59 (3) (2011)
Maryam Ravan, Soosan Beheshti
Speech recognition from adaptive windowing PSD estimation. CCECE (2011)
Soosan Beheshti, Masoud Hashemi, Ervin Sejdic, Tom Chau
Mean Square Error Estimation in Thresholding. IEEE Signal Process. Lett. 18 (2) (2011)
Masoud Farzam, Soosan Beheshti
Information theoretic assessment of correlated noise in hyperspectral signal unmixing. CCECE (2011)
Masoud Farzam, Soosan Beheshti
Simultaneous Denoising and Intrinsic Order Selection in Hyperspectral Imaging. IEEE Trans. Geosci. Remote. Sens. 49 (9) (2011)
Masoud Farzam, Soosan Beheshti
Robust hyperspectral signal unmixing in the presence of correlated noise. ICASSP (2011)
Soosan Beheshti, Masoud Hashemi, Xiao-Ping (Steven) Zhang, Nima Nikvand
Noise Invalidation Denoising. IEEE Trans. Signal Process. 58 (12) (2010)
Soosan Beheshti, Munther A. Dahleh
Noisy data and impulse response estimation. IEEE Trans. Signal Process. 58 (2) (2010)
Masoud Hashemi, Soosan Beheshti
Adaptive Noise Variance Estimation in BayesShrink. IEEE Signal Process. Lett. 17 (1) (2010)
Soosan Beheshti, Masoud Hashemi, Xiao-Ping (Steven) Zhang, Nima Nikvand
Noise Invalidation Denoising CoRR (2010)
Soosan Beheshti, Azadeh Fakhrzadeh, Sridhar Krishnan
Noiseless Codelength in Wavelet Denoising. EURASIP J. Adv. Signal Process. 2010 (2010)
Masoud Farzam, Soosan Beheshti
A noiseless code length method (NCLM) to estimate dimensionality of hyperspectral data. ICASSP (2009)
Soosan Beheshti
Kullback-Leibler distance in linear parametric modeling. ISIT (2008)
Soosan Beheshti
Data Compression and Linear Modeling. DCC (2008)
Soosan Beheshti, Sudeshna Pal
Optimum Segmentation and Windowing in Nonparametric Power Spectral Density Estimation. DSP (2007)
Soosan Beheshti
A New Approach to Order Selection and Parametric Spectrum Estimation. ICASSP (3) (2006)
Soosan Beheshti, Munther A. Dahleh
A new information-theoretic approach to signal denoising and best basis selection. IEEE Trans. Signal Process. 53 (10) (2005)
Soosan Beheshti, Munther A. Dahleh
A new minimum description length. ACC (2003)
Soosan Beheshti, Munther A. Dahleh
Noise variance in signal denoising. ICASSP (6) (2003)
Soosan Beheshti, Munther A. Dahleh
LTI systems, additive noise, and order estimation. CDC (2003)
Soosan Beheshti, Munther A. Dahleh
On model quality evaluation of stable LTI systems. CDC (2000)
Soosan Beheshti, Gregory W. Wornell, Steven H. Isabelle
Joint intersymbol and multiple-access interference suppression algorithms for CDMA systems. Eur. Trans. Telecommun. 9 (5) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Soosan Beheshti