Sepideh Hajipour Sardouie

22 papers Misc 1Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Estimation of a causal directed acyclic graph process using non-gaussianity.
Digit. Signal Process.
Aref Einizade, Jhony H. Giraldo, Fragkiskos D. Malliaros, Sepideh Hajipour Sardouie
2024 J jnl
Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals.
IEEE Trans. Cogn. Dev. Syst.
Aref Einizade, Sepideh Hajipour Sardouie
2023 J jnl
Explainable automated seizure detection using attentive deep multi-view networks.
Biomed. Signal Process. Control.
Aref Einizade, Samaneh Nasiri, Mohsen Mozafari, Sepideh Hajipour Sardouie, Gari D. Clifford
2023 J jnl
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
Aref Einizade, Sepideh Hajipour Sardouie
2023 J jnl
Learning Product Graphs From Spectral Templates.
IEEE Trans. Signal Inf. Process. over Networks
Aref Einizade, Sepideh Hajipour Sardouie
2023 J jnl
ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation.
Neural Networks
Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford
2022 J jnl
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.
IEEE Trans. Signal Inf. Process. over Networks
Aref Einizade, Sepideh Hajipour Sardouie
2022 J jnl
Estimation of a Causal Directed Acyclic Graph Process using Non-Gaussianity.
CoRR
Aref Einizade, Sepideh Hajipour Sardouie
2022 J jnl
Learning Product Graphs from Spectral Templates.
CoRR
Aref Einizade, Sepideh Hajipour Sardouie
2022 J jnl
ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation.
CoRR
Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford
2022 J jnl
Robust blind separation of smooth graph signals using minimization of graph regularized mutual information.
Digit. Signal Process.
Aref Einizade, Sepideh Hajipour Sardouie
2021 J jnl
Ensemble multi-modal brain source localization using theory of evidence.
Biomed. Signal Process. Control.
Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi
2021 J jnl
RCTP: Regularized common tensor pattern for rapid serial visual presentation spellers.
Biomed. Signal Process. Control.
Shayan Jalilpour, Sepideh Hajipour Sardouie
2021 J jnl
Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.
IEEE Signal Process. Lett.
Aref Einizade, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi
2020 J jnl
A novel hybrid BCI speller based on RSVP and SSVEP paradigm.
Comput. Methods Programs Biomed.
Shayan Jalilpour, Sepideh Hajipour Sardouie, Amir Mohammad Mijani
2019 J jnl
Extended common spatial and temporal pattern (ECSTP): A semi-blind approach to extract features in ERP detection.
Pattern Recognit.
Mohammad Jalilpour-Monesi, Sepideh Hajipour Sardouie
2017 J jnl
Higher order spectral regression discriminant analysis (HOSRDA): A tensor feature reduction method for ERP detection.
Pattern Recognit.
Mina Jamshidi Idaji, Mohammad B. Shamsollahi, Sepideh Hajipour Sardouie
2015 J jnl
An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising.
IEEE Signal Process. Lett.
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
2015 J jnl
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.
IEEE J. Biomed. Health Informatics
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
2015 — conf
Interictal EEG denoising using independent component analysis and empirical mode decomposition.
TSP
Sina Salsabili, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi
2013 Misc conf
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition.
ICASSP
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
2012 — conf
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.
TSP
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet