Sepideh Hajipour Sardouie

Orcid: 0000-0003-0594-3019

According to our database1, Sepideh Hajipour Sardouie authored at least 20 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals.
IEEE Trans. Cogn. Dev. Syst., February, 2024

Estimation of a causal directed acyclic graph process using non-gaussianity.
Digit. Signal Process., 2024

2023
ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation.
Neural Networks, July, 2023

Learning Product Graphs From Spectral Templates.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Explainable automated seizure detection using attentive deep multi-view networks.
Biomed. Signal Process. Control., 2023

2022
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Robust blind separation of smooth graph signals using minimization of graph regularized mutual information.
Digit. Signal Process., 2022

Estimation of a Causal Directed Acyclic Graph Process using Non-Gaussianity.
CoRR, 2022

2021
Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.
IEEE Signal Process. Lett., 2021

Ensemble multi-modal brain source localization using theory of evidence.
Biomed. Signal Process. Control., 2021

RCTP: Regularized common tensor pattern for rapid serial visual presentation spellers.
Biomed. Signal Process. Control., 2021

2020
A novel hybrid BCI speller based on RSVP and SSVEP paradigm.
Comput. Methods Programs Biomed., 2020

2019
Extended common spatial and temporal pattern (ECSTP): A semi-blind approach to extract features in ERP detection.
Pattern Recognit., 2019

2017
Higher order spectral regression discriminant analysis (HOSRDA): A tensor feature reduction method for ERP detection.
Pattern Recognit., 2017

2015
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.
IEEE J. Biomed. Health Informatics, 2015

An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising.
IEEE Signal Process. Lett., 2015

Interictal EEG denoising using independent component analysis and empirical mode decomposition.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

2013
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.
Proceedings of the 35th International Conference on Telecommunications and Signal Processing, 2012


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