Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. - Sepideh Hajipour Sardouie; Mohammad Bagher Shamsollahi; Laurent Albera; Isabelle Merlet (TSP, 2012)

Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition. - Sepideh Hajipour Sardouie; Laurent Albera; Mohammad Bagher Shamsollahi; Isabelle Merlet (ICASSP, 2013)

Interictal EEG denoising using independent component analysis and empirical mode decomposition. - Sina Salsabili; Sepideh Hajipour Sardouie; Mohammad B. Shamsollahi (TSP, 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)

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)

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)

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)

A novel hybrid BCI speller based on RSVP and SSVEP paradigm. - Shayan Jalilpour; Sepideh Hajipour Sardouie; Amir Mohammad Mijani (Comput. Methods Programs Biomed., 2020)

RCTP: Regularized common tensor pattern for rapid serial visual presentation spellers. - Shayan Jalilpour; Sepideh Hajipour Sardouie (Biomed. Signal Process. Control., 2021)

Ensemble multi-modal brain source localization using theory of evidence. - Ashkan Oliaiee; Sepideh Hajipour Sardouie; Mohammad Bagher Shamsollahi (Biomed. Signal Process. Control., 2021)

Simultaneous Graph Learning and Blind Separation of Graph Signal Sources. - Aref Einizade; Sepideh Hajipour Sardouie; Mohammad B. Shamsollahi (IEEE Signal Process. Lett., 2021)

Estimation of a Causal Directed Acyclic Graph Process using Non-Gaussianity. - Aref Einizade; Sepideh Hajipour Sardouie (CoRR, 2022)

Robust blind separation of smooth graph signals using minimization of graph regularized mutual information. - Aref Einizade; Sepideh Hajipour Sardouie (Digit. Signal Process., 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)

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)

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)

Learning Product Graphs From Spectral Templates. - Aref Einizade; Sepideh Hajipour Sardouie (IEEE Trans. Signal Inf. Process. over Networks, 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, 2023)

Estimation of a causal directed acyclic graph process using non-gaussianity. - Aref Einizade; Jhony H. Giraldo; Fragkiskos D. Malliaros; Sepideh Hajipour Sardouie (Digit. Signal Process., 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., 2024)