Soosan Beheshti

103 papers B 2C 4Misc 9Journal 53Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DVAE: A Dynamic Variational Autoencoder for Structured Causal Discovery with Application in Biomedical Time Series. Knowl. Based Syst. Khashayar Bayati, Soosan Beheshti, Karthikeyan Umapathy
2026	J	`jnl`	Learning Context-aware Term Importance for Query Performance Prediction. ACM Trans. Intell. Syst. Technol. Abbas Saleminezhad, Negar Arabzadeh, Soosan Beheshti, Ebrahim Bagheri
2026	—	`conf`	Structure-Aware Pre-retrieval Performance Prediction on Query Affinity Graphs. ECIR (2) Abbas Saleminezhad, Negar Arabzadeh, Seyed Mohammad Hosseini, Soosan Beheshti, Ebrahim Bagheri
2025	C	`conf`	Label Consistent Generalized Adaptive Weighted Recursive Least Squares Dictionary Learning. IPAS Mohadeseh Yousefi, Yashar Naderahmadian, Soosan Beheshti
2025	J	`jnl`	Minimum Mismatch Modeling (3M) Hyperparameter Selection in Autoregressive Moving Average (ARMA) Modeling. IEEE Access Soosan Beheshti, Vedant Bommanahally
2025	J	`jnl`	Reliable truncation parameter selection and model order estimation for stochastic subspace identification. J. Frankl. Inst. Khashayar Bayati, Karthikeyan Umapathy, Soosan Beheshti
2025	J	`jnl`	Robust query performance prediction for dense retrievers via adaptive disturbance generation. Mach. Learn. Abbas Saleminezhad, Negar Arabzadeh, Radin Hamidi Rad, Soosan Beheshti, Ebrahim Bagheri
2025	C	`conf`	Semi-Supervised Generalized Adaptive Weighted Recursive Least Squares Dictionary Learning. IPAS Mohadeseh Yousefi, Yashar Naderahmadian, Soosan Beheshti
2025	J	`jnl`	Separability and scatteredness (S&S) ratio-based efficient SVM regularization parameter, kernel, and kernel parameter selection. Pattern Anal. Appl. Mahdi Shamsi, Soosan Beheshti
2025	J	`jnl`	ϵ-Confidence Approximately Correct (ϵ-CoAC) Learnability and Hyperparameter Selection in Linear Regression Modeling. IEEE Access Soosan Beheshti, Mahdi Shamsi
2024	—	`conf`	Context-Aware Query Term Difficulty Estimation for Performance Prediction. ECIR (4) Abbas Saleminezhad, Negar Arabzadeh, Soosan Beheshti, Ebrahim Bagheri
2024	—	`conf`	Polynomial Regression Hyperparameter Selection and Analysis using Reconstruction Error Minimization (REM). SDS Soosan Beheshti, Mahdi Shamsi, Younes Sadat-Nejad, Miaosen Zhou
2023	J	`jnl`	A hybrid approach for tracking borders in echocardiograms. Signal Image Video Process. Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi, Tohid Yousefi Rezaii, Asim N. Cheema, João Pedrosa
2023	J	`jnl`	Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes. Cogn. Comput. Shiva Asadzadeh, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini
2023	J	`jnl`	Developing an efficient functional connectivity-based geometric deep network for automatic EEG-based visual decoding. Biomed. Signal Process. Control. Nastaran Khaleghi, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini
2023	—	`conf`	Granger Causality Pattern Learning Equipped with Noise Invalidation Soft Thresholding. EUSIPCO Khashayar Bayati, Karthikeyan Umapathy, Soosan Beheshti
2023	J	`jnl`	Learnability, Sample Complexity, and Hypothesis Class Complexity for Regression Models. CoRR Soosan Beheshti, Mahdi Shamsi
2023	J	`jnl`	Relative Entropy (RE)-Based LTI System Modeling Equipped With Simultaneous Time Delay Estimation and Online Modeling. IEEE Access Mahdi Shamsi, Soosan Beheshti
2023	J	`jnl`	Separability and Scatteredness (S&S) Ratio-Based Efficient SVM Regularization Parameter, Kernel, and Kernel Parameter Selection. CoRR Mahdi Shamsi, Soosan Beheshti
2022	J	`jnl`	Relative Entropy (RE) Based LTI System Modeling Equipped with time delay Estimation and Online Modeling. CoRR Mahdi Shamsi, Soosan Beheshti
2021	Misc	`conf`	Automatic Order Selection in Autoregressive Modeling with Application in EEG Sleep-Stage Classification. ICASSP Farah Nassif, Soosan Beheshti
2021	Misc	`conf`	Centrality Based Number of Cluster Estimation in Graph Clustering. ICASSP Mahdi Shamsi, Soosan Beheshti
2021	J	`jnl`	Echocardiogram segmentation using active shape model and mean squared eigenvalue error. Biomed. Signal Process. Control. Yasser Ali, Soosan Beheshti, Farrokh Janabi-Sharifi
2021	J	`jnl`	Echocardiographic image segmentation using deep Res-U network. Biomed. Signal Process. Control. Yasser Ali, Farrokh Janabi-Sharifi, Soosan Beheshti
2021	J	`jnl`	Linear mixing model with scaled bundle dictionary for hyperspectral unmixing with spectral variability. Signal Process. Saeideh Ghanbari Azar, Saeed Meshgini, Soosan Beheshti, Tohid Yousefi Rezaii
2020	J	`jnl`	Hyperspectral Image Classification Based on Sparse Modeling of Spectral Blocks. CoRR Saeideh Ghanbari Azar, Saeed Meshgini, Tohid Yousefi Rezaii, Soosan Beheshti
2020	J	`jnl`	Hyperspectral image classification based on sparse modeling of spectral blocks. Neurocomputing Saeideh Ghanbari Azar, Saeed Meshgini, Tohid Yousefi Rezaii, Soosan Beheshti
2020	J	`jnl`	K-MACE and Kernel K-MACE Clustering. IEEE Access Soosan Beheshti, Edward W. Nidoy, Faizan Rahman
2020	—	`conf`	MNDL Sparsity Order Selection for Compressed Sensing with Application in ECG Compression. EMBC Mahdi Shamsi, Tohid Yousefi Rezaii, Soosan Beheshti
2020	—	`conf`	Pole-Zero REM Modeling with Application in EEG Artifact Removal. EMBC Farah Nassif, Tohid Yousefi Rezaii, Soosan Beheshti
2020	J	`jnl`	Spatial analysis of EEG signals for Parkinson's disease stage detection. Signal Image Video Process. Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti
2019	—	`conf`	Automated EEG Source Error Thresholding (AESET) in L2-Regularization Inverse Problems. CWIT Younes Sadat-Nejad, Soosan Beheshti
2019	J	`jnl`	Block sparse multi-lead ECG compression exploiting between-lead collaboration. IET Signal Process. Siavash Eftekharifar, Tohid Yousefi Rezaii, Soosan Beheshti, Sabalan Daneshvar
2019	—	`conf`	Correct Number of Clusters (CNC) Description Length in Arbitrary Shape Clustering. CWIT Mahdi Shamsi, Faizan Rahman, Soosan Beheshti
2019	Misc	`conf`	Efficient Blinking Component Estimation in Subspace-Based EEG and MEG Analysis. ACSSC Younes Sadat-Nejad, Soosan Beheshti
2019	—	`conf`	Higher Resolution sLORETA (HR-sLORETA) in EEG Source Imaging. EMBC Younes Sadat-Nejad, Soosan Beheshti
2019	J	`jnl`	Joint Preprocessing of Multiple Datasets to Enhance Source Separation. IEEE Signal Process. Lett. Erfan Naghsh, Mohamad Farzan Sabahi, Soosan Beheshti
2018	J	`jnl`	Data-driven subspace predictive control: Stability and horizon tuning. J. Frankl. Inst. Saba Sedghizadeh, Soosan Beheshti
2018	J	`jnl`	ECG signal compression and denoising via optimum sparsity order selection in compressed sensing framework. Biomed. Signal Process. Control. Tohid Yousefi Rezaii, Soosan Beheshti, Mahdi Shamsi, Siavash Eftekharifar
2018	—	`conf`	Generalized Adaptive Weighted Recursive Least Squares Dictionary Learning for Retinal Vessel Inpainting. SSP Yashar Naderahmadian, Soosan Beheshti
2018	Misc	`conf`	Kernel K-Mace Clustering. ACSSC Faizan Rahman, Soosan Beheshti
2018	J	`jnl`	Number of Source Signal Estimation by the Mean Squared Eigenvalue Error. IEEE Trans. Signal Process. Soosan Beheshti, Saba Sedghizadeh
2018	J	`jnl`	Particle swarm optimization based fuzzy gain scheduled subspace predictive control. Eng. Appl. Artif. Intell. Saba Sedghizadeh, Soosan Beheshti
2016	—	`conf`	A novel approach in household electricity consumption forecasting. CCECE Assad Sahebalam, Soosan Beheshti, Wael Khreich, Edward W. Nidoy
2016	J	`jnl`	CANDECOMP/PARAFAC model order selection based on Reconstruction Error in the presence of Kronecker structured colored noise. Digit. Signal Process. Saeed Pouryazdian, Soosan Beheshti, Sridhar Krishnan
2016	J	`jnl`	Correlation Based Online Dictionary Learning Algorithm. IEEE Trans. Signal Process. Yashar Naderahmadian, Soosan Beheshti, Mohammad Ali Tinati
2016	C	`conf`	Fuzzy Gain Scheduling of Subspace Predictive Controller. ACC Saba Sedghizadeh, Soosan Beheshti
2016	J	`jnl`	Generalized adaptive weighted recursive least squares dictionary learning. Signal Process. Yashar Naderahmadian, Mohammad Ali Tinati, Soosan Beheshti
2016	—	`conf`	Multi-domain feature selection in auditory MisMatch Negativity via PARAFAC-based template matching approach. EMBC Saeed Pouryazdian, Andrew Chang, Dan J. Bosnyak, Laurel J. Trainor, Soosan Beheshti, Sridhar Krishnan
2016	—	`conf`	Reconstruction-error distortion in LTI system modeling. CCECE Soosan Beheshti, Assad Sahebalam
2016	J	`jnl`	Signature test as statistical testing in clustering. Signal Image Video Process. Mahdi Shahbaba, Soosan Beheshti
2016	J	`jnl`	Subband-dependent compressed sensing in local CT reconstruction. Signal Image Video Process. SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul
2015	—	`conf`	A new approach for SSVEP detection using PARAFAC and canonical correlation analysis. EMBC Richard M. G. Tello, Saeed Pouryazdian, André Ferreira, Soosan Beheshti, Sridhar Krishnan, Teodiano F. Bastos
2015	—	`conf`	A realistic attack on SVD based watermarking scheme. CCECE Yashar Naderahmadian, Soosan Beheshti
2015	J	`jnl`	Accelerated Compressed Sensing Based CT Image Reconstruction. Comput. Math. Methods Medicine SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold
2015	J	`jnl`	Adaptive updating of regularization parameters. Signal Process. SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul
2015	J	`jnl`	Adaptively Tuned Iterative Low Dose CT Image Denoising. Comput. Math. Methods Medicine SayedMasoud Hashemi, Narinder S. Paul, Soosan Beheshti, Richard S. C. Cobbold
2015	J	`jnl`	Analysis of electrocardiogram pre-shock waveforms during ventricular fibrillation. Biomed. Signal Process. Control. 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
2015	—	`conf`	Competitive clustering of wireless sensor networks with ultra-wideband multiple-access relay channel. CCECE Assad Sahebalam, Soosan Beheshti
2015	—	`conf`	Gaussian multiple-access relay channels with non-causal side information at the transmitters. CWIT Assad Sahebalam, Soosan Beheshti
2015	—	`conf`	Localization of brain activities using multiway analysis of EEG tensor via EMD and reassigned TF representation. EMBC Saeed Pouryazdian, Soosan Beheshti, Sridhar Krishnan
2015	—	`conf`	Robustness of wavelet domain watermarking against scaling attack. CCECE Yashar Naderahmadian, Soosan Beheshti
2015	J	`jnl`	Similarity Validation Based Nonlocal Means Image Denoising. IEEE Signal Process. Lett. Mina Sharifymoghaddam, Soosan Beheshti, Pegah Elahi, Masoud Hashemi
2014	J	`jnl`	Adaptive Bayesian Denoising for General Gaussian Distributed Signals. IEEE Trans. Signal Process. Masoud Hashemi, Soosan Beheshti
2014	Misc	`conf`	BM3D mridenoising equipped with noise invalidation technique. ICASSP Pegah Elahi, Soosan Beheshti, Masoud Hashemi
2014	J	`jnl`	Efficient Low Dose X-ray CT Reconstruction through Sparsity-Based MAP Modeling. CoRR SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold
2014	Misc	`conf`	Efficient unimodality test in clustering by signature testing. ICASSP Mahdi Shahbaba, Soosan Beheshti
2014	J	`jnl`	Efficient unimodality test in clustering by signature testing. CoRR Mahdi Shahbaba, Soosan Beheshti
2014	J	`jnl`	MACE-means clustering. Signal Process. Mahdi Shahbaba, Soosan Beheshti
2014	—	`conf`	Model verification of GMM clustering based on signature testing. CCECE Mahdi Shahbaba, Soosan Beheshti
2014	—	`conf`	Non-local total variation based low-dose Computed Tomography denoising. EMBC SayedMasoud Hashemi, Soosan Beheshti, Richard S. C. Cobbold, Narinder S. Paul
2014	J	`jnl`	Sparsity aware consistent and high precision variable selection. Signal Image Video Process. Tohid Yousefi Rezaii, Mohammad Ali Tinati, Soosan Beheshti
2013	J	`jnl`	Adaptive efficient sparse estimator achieving oracle properties. IET Signal Process. Tohid Yousefi Rezaii, Mohammad Ali Tinati, Soosan Beheshti
2013	—	`conf`	Blind source separation in characterizing ECG pre-shock waveforms during ventricular fibrillation. EMBC M. Rasooli, Farbod Hosseyndoust Foomany, Krishnanand Balasundaram, Stéphane Massé, Nima Zamiri, Andrew Ramadeen, X. Hu, Paul Dorian, Kumaraswamy Nanthakumar, Soosan Beheshti, Karthikeyan Umapathy
2013	Misc	`conf`	Fast fan/parallel beam CS-based low-dose CT reconstruction. ICASSP SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul, Richard S. C. Cobbold
2013	—	`conf`	Hand posture recognition using K-NN and Support Vector Machine classifiers evaluated on our proposed HandReader dataset. DSP Ghassem Tofighi, Anastasios N. Venetsanopoulos, Kaamran Raahemifar, Soosan Beheshti, Helia Mohammadi
2012	—	`conf`	Hyperspectral image compression using 3D discrete cosine transform and support vector machine learning. ISSPA Azam Karami, Soosan Beheshti, Mehran Yazdi
2012	—	`conf`	Improving X-means clustering with MNDL. ISSPA Mahdi Shahbaba, Soosan Beheshti
2012	—	`conf`	Minimum noiseless description length (MNDL) based regularization parameter selection. ISSPA Saeed Pouryazdian, Soosan Beheshti, Sridhar Sri Krishnan
2012	—	`conf`	Region covariance descriptors calculated over the salient points for target tracking. SIU Serdar Çakir, Tayfun Aytaç, Alper Yildirim, Soosan Beheshti, Ömer Nezih Gerek, A. Enis Çetin
2011	—	`conf`	Information theoretic assessment of correlated noise in hyperspectral signal unmixing. CCECE Masoud Farzam, Soosan Beheshti
2011	J	`jnl`	Mean Square Error Estimation in Thresholding. IEEE Signal Process. Lett. Soosan Beheshti, Masoud Hashemi, Ervin Sejdic, Tom Chau
2011	J	`jnl`	Mean-Square Error in Periodogram Approaches With Adaptive Windowing. IEEE Trans. Signal Process. Soosan Beheshti, Maryam Ravan, James P. Reilly, Laurel J. Trainor
2011	Misc	`conf`	Robust hyperspectral signal unmixing in the presence of correlated noise. ICASSP Masoud Farzam, Soosan Beheshti
2011	J	`jnl`	Simultaneous Denoising and Intrinsic Order Selection in Hyperspectral Imaging. IEEE Trans. Geosci. Remote. Sens. Masoud Farzam, Soosan Beheshti
2011	—	`conf`	Speech recognition from adaptive windowing PSD estimation. CCECE Maryam Ravan, Soosan Beheshti
2010	J	`jnl`	Adaptive Noise Variance Estimation in BayesShrink. IEEE Signal Process. Lett. Masoud Hashemi, Soosan Beheshti
2010	J	`jnl`	Noise Invalidation Denoising CoRR Soosan Beheshti, Masoud Hashemi, Xiao-Ping (Steven) Zhang, Nima Nikvand
2010	J	`jnl`	Noise Invalidation Denoising. IEEE Trans. Signal Process. Soosan Beheshti, Masoud Hashemi, Xiao-Ping (Steven) Zhang, Nima Nikvand
2010	J	`jnl`	Noiseless Codelength in Wavelet Denoising. EURASIP J. Adv. Signal Process. Soosan Beheshti, Azadeh Fakhrzadeh, Sridhar Krishnan
2010	J	`jnl`	Noisy data and impulse response estimation. IEEE Trans. Signal Process. Soosan Beheshti, Munther A. Dahleh
2009	Misc	`conf`	A noiseless code length method (NCLM) to estimate dimensionality of hyperspectral data. ICASSP Masoud Farzam, Soosan Beheshti
2008	B	`conf`	Data Compression and Linear Modeling. DCC Soosan Beheshti
2008	B	`conf`	Kullback-Leibler distance in linear parametric modeling. ISIT Soosan Beheshti
2007	—	`conf`	Optimum Segmentation and Windowing in Nonparametric Power Spectral Density Estimation. DSP Soosan Beheshti, Sudeshna Pal
2006	—	`conf`	A New Approach to Order Selection and Parametric Spectrum Estimation. ICASSP (3) Soosan Beheshti
2005	J	`jnl`	A new information-theoretic approach to signal denoising and best basis selection. IEEE Trans. Signal Process. Soosan Beheshti, Munther A. Dahleh
2003	C	`conf`	A new minimum description length. ACC Soosan Beheshti, Munther A. Dahleh
2003	—	`conf`	LTI systems, additive noise, and order estimation. CDC Soosan Beheshti, Munther A. Dahleh
2003	—	`conf`	Noise variance in signal denoising. ICASSP (6) Soosan Beheshti, Munther A. Dahleh
2002	—	`—`	Minimum description complexity. Soosan Beheshti
2000	—	`conf`	On model quality evaluation of stable LTI systems. CDC Soosan Beheshti, Munther A. Dahleh
1998	J	`jnl`	Joint intersymbol and multiple-access interference suppression algorithms for CDMA systems. Eur. Trans. Telecommun. Soosan Beheshti, Gregory W. Wornell, Steven H. Isabelle