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Aref Einizade
Aref Einizade
Postdoctoral Researcher at LTCI, Télécom Paris, Institut Polytechnique de Paris
Verified email at telecom-paris.fr
Title
Cited by
Cited by
Year
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
142020
Simultaneous graph learning and blind separation of graph signal sources
A Einizade, SH Sardouie, MB Shamsollahi
IEEE Signal Processing Letters 28, 1495-1499, 2021
112021
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
82022
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
82020
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
72022
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
72020
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
62023
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
52023
Learning product graphs from spectral templates
A Einizade, SH Sardouie
IEEE Transactions on Signal and Information Processing over Networks, 2023
52023
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
52023
Robust blind separation of smooth graph signals using minimization of graph regularized mutual information
A Einizade, SH Sardouie
Digital Signal Processing 132, 103792, 2023
42023
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, 2023
12023
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
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