Sepideh Hajipour Sardouie

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Temporal Aggregation

Blind Separation

Directed Acyclic Graph

Top Venues

Biomed. Signal Process. Control.

IEEE Trans. Signal Inf. Process. over Networks

IEEE Signal Process. Lett.

Publications

Aref Einizade, Sepideh Hajipour Sardouie
Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals. IEEE Trans. Cogn. Dev. Syst. 16 (1) (2024)
Aref Einizade, Jhony H. Giraldo, Fragkiskos D. Malliaros, Sepideh Hajipour Sardouie
Estimation of a causal directed acyclic graph process using non-gaussianity. Digit. Signal Process. 146 (2024)
Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford
ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation. Neural Networks 164 (2023)
Aref Einizade, Sepideh Hajipour Sardouie
Learning Product Graphs From Spectral Templates. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Aref Einizade, Sepideh Hajipour Sardouie
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 9 (2023)
Aref Einizade, Samaneh Nasiri, Mohsen Mozafari, Sepideh Hajipour Sardouie, Gari D. Clifford
Explainable automated seizure detection using attentive deep multi-view networks. Biomed. Signal Process. Control. 79 (Part) (2023)
Aref Einizade, Sepideh Hajipour Sardouie
Learning Product Graphs from Spectral Templates. CoRR (2022)
Aref Einizade, Sepideh Hajipour Sardouie
Robust blind separation of smooth graph signals using minimization of graph regularized mutual information. Digit. Signal Process. 132 (2022)
Aref Einizade, Sepideh Hajipour Sardouie
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Aref Einizade, Sepideh Hajipour Sardouie
Estimation of a Causal Directed Acyclic Graph Process using Non-Gaussianity. CoRR (2022)
Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie, Gari D. Clifford
ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation. CoRR (2022)
Shayan Jalilpour, Sepideh Hajipour Sardouie
RCTP: Regularized common tensor pattern for rapid serial visual presentation spellers. Biomed. Signal Process. Control. 70 (2021)
Ashkan Oliaiee, Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi
Ensemble multi-modal brain source localization using theory of evidence. Biomed. Signal Process. Control. 69 (2021)
Aref Einizade, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi
Simultaneous Graph Learning and Blind Separation of Graph Signal Sources. IEEE Signal Process. Lett. 28 (2021)
Shayan Jalilpour, Sepideh Hajipour Sardouie, Amir Mohammad Mijani
A novel hybrid BCI speller based on RSVP and SSVEP paradigm. Comput. Methods Programs Biomed. 187 (2020)
Mohammad Jalilpour-Monesi, Sepideh Hajipour Sardouie
Extended common spatial and temporal pattern (ECSTP): A semi-blind approach to extract features in ERP detection. Pattern Recognit. 95 (2019)
Mina Jamshidi Idaji, Mohammad B. Shamsollahi, Sepideh Hajipour Sardouie
Higher order spectral regression discriminant analysis (HOSRDA): A tensor feature reduction method for ERP detection. Pattern Recognit. 70 (2017)
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising. IEEE Signal Process. Lett. 22 (8) (2015)
Sina Salsabili, Sepideh Hajipour Sardouie, Mohammad B. Shamsollahi
Interictal EEG denoising using independent component analysis and empirical mode decomposition. TSP (2015)
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition. ICASSP (2013)
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. TSP (2012)