Sepideh Hajipour Sardouie

According to our database, Sepideh Hajipour Sardouie authored at least 19 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals.

Aref Einizade, Sepideh Hajipour Sardouie

IEEE Trans. Cogn. Dev. Syst., February, 2024

2023

ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation.

Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford

Neural Networks, July, 2023

Learning Product Graphs From Spectral Templates.

Aref Einizade, Sepideh Hajipour Sardouie

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.

Aref Einizade, Sepideh Hajipour Sardouie

IEEE Trans. Signal Inf. Process. over Networks, 2023

Explainable automated seizure detection using attentive deep multi-view networks.

Aref Einizade, Samaneh Nasiri, Mohsen Mozafari, Sepideh Hajipour Sardouie, Gari D. Clifford

Biomed. Signal Process. Control., 2023

2022

A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.

Aref Einizade, Sepideh Hajipour Sardouie

IEEE Trans. Signal Inf. Process. over Networks, 2022

Robust blind separation of smooth graph signals using minimization of graph regularized mutual information.

Aref Einizade, Sepideh Hajipour Sardouie

Digit. Signal Process., 2022

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

Aref Einizade, Sepideh Hajipour Sardouie

CoRR, 2022

2021

Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.

Aref Einizade, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi

IEEE Signal Process. Lett., 2021

Ensemble multi-modal brain source localization using theory of evidence.

Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi

Biomed. Signal Process. Control., 2021

RCTP: Regularized common tensor pattern for rapid serial visual presentation spellers.

Shayan Jalilpour, Sepideh Hajipour Sardouie

Biomed. Signal Process. Control., 2021

2020

A novel hybrid BCI speller based on RSVP and SSVEP paradigm.

Shayan Jalilpour, Sepideh Hajipour Sardouie, Amir Mohammad Mijani

Comput. Methods Programs Biomed., 2020

2019

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

Mohammad Jalilpour-Monesi, Sepideh Hajipour Sardouie

Pattern Recognit., 2019

2017

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

Mina Jamshidi Idaji, Mohammad B. Shamsollahi, Sepideh Hajipour Sardouie

Pattern Recognit., 2017

2015

Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.

Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet

IEEE J. Biomed. Health Informatics, 2015

An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising.

Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet

IEEE Signal Process. Lett., 2015

Interictal EEG denoising using independent component analysis and empirical mode decomposition.

Sina Salsabili, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi

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.

Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.

Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet

Proceedings of the 35th International Conference on Telecommunications and Signal Processing, 2012