| A deep learning-based method for automatic detection of epileptic seizure in a dataset with both generalized and focal seizure types A Einizade, M Mozafari, SH Sardouie, S Nasiri, G Clifford 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2020 | 15 | 2020 |
| Explainable automated seizure detection using attentive deep multi-view networks A Einizade, S Nasiri, M Mozafari, SH Sardouie, GD Clifford Biomedical Signal Processing and Control 79, 104076, 2023 | 13 | 2023 |
| Simultaneous graph learning and blind separation of graph signal sources A Einizade, SH Sardouie, MB Shamsollahi IEEE Signal Processing Letters 28, 1495-1499, 2021 | 11 | 2021 |
| ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation A Einizade, S Nasiri, SH Sardouie, GD Clifford Neural Networks 164, 667-680, 2023 | 10 | 2023 |
| Detecting ADHD children based on EEG signals using Graph Signal Processing techniques A Einizade, M Mozafari, M Rezaei-Dastjerdehei, E Aghdaei, AM Mijani, ... 2020 27th National and 5th International Iranian Conference on Biomedical …, 2020 | 10 | 2020 |
| A unified approach for simultaneous graph learning and blind separation of graph signal sources A Einizade, SH Sardouie IEEE Transactions on Signal and Information Processing over Networks 8, 543-555, 2022 | 9 | 2022 |
| Neural decoding of imagined speech from EEG signals using the fusion of graph signal processing and graph learning techniques A Einizade, M Mozafari, S Jalilpour, S Bagheri, SH Sardouie Neuroscience Informatics 2 (3), 100091, 2022 | 8 | 2022 |
| Joint graph learning and blind separation of smooth graph signals using minimization of mutual information and Laplacian quadratic forms A Einizade, SH Sardouie IEEE Transactions on Signal and Information Processing over Networks 9, 35-47, 2023 | 6 | 2023 |
| Cross-subject and crossparadigmlearning using convolutional neural network for P300 event-related potential detection AM Mijani, A Einizade, MB Shamsollahi, BT Beyglou J. Neurol. Neurosci 11 (5), 329, 2020 | 6 | 2020 |
| Learning product graphs from spectral templates A Einizade, SH Sardouie IEEE Transactions on Signal and Information Processing over Networks 9, 357-372, 2023 | 5 | 2023 |
| Robust blind separation of smooth graph signals using minimization of graph regularized mutual information A Einizade, SH Sardouie Digital Signal Processing 132, 103792, 2023 | 4 | 2023 |
| Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference from High-Dimensional Biosignals A Einizade, SH Sardouie IEEE Transactions on Cognitive and Developmental Systems 16 (1), 296-307, 2023 | 2 | 2023 |
| Spatiotemporal Forecasting Meets Efficiency: Causal Graph Process Neural Networks A Einizade, FD Malliaros, JH Giraldo arXiv preprint arXiv:2405.18879, 2024 | | 2024 |
| Continuous Product Graph Neural Networks A Einizade, FD Malliaros, JH Giraldo arXiv preprint arXiv:2405.18877, 2024 | | 2024 |
| Estimation of a causal directed acyclic graph process using non-gaussianity A Einizade, JH Giraldo, FD Malliaros, SH Sardouie Digital Signal Processing 146, 104400, 2024 | | 2024 |
| Kernel-based Joint Multiple Graph Learning and Clustering of Graph Signals MH Alizade, A Einizade arXiv preprint arXiv:2310.19005, 2023 | | 2023 |
| Sparsification of the PLS Regression Algorithm using L2-Norm of Weighted Coefficients: Application in Emotion Recognition A Einizade, S Hajipour Sardouie Iranian Journal of Biomedical Engineering 14 (3), 221-233, 2020 | | 2020 |
Sepideh Hajipour SardouieSharif University of TechnologyVerified email at sharif.edu
