| Minimizing nonconvex functions for sparse vector reconstruction N Mourad, JP Reilly IEEE Transactions on Signal Processing 58 (7), 3485-3496, 2010 | 68 | 2010 |
| Comparison of artifact correction methods for infant EEG applied to extraction of event-related potential signals T Fujioka, N Mourad, C He, LJ Trainor Clinical Neurophysiology 122 (1), 43-51, 2011 | 62 | 2011 |
| ECG denoising algorithm based on group sparsity and singular spectrum analysis N Mourad Biomedical Signal Processing and Control 50, 62-71, 2019 | 38 | 2019 |
| A simple and fast algorithm for automatic suppression of high-amplitude artifacts in EEG data N Mourad, JP Reilly, H De Bruin, G Hasey, D MacCrimmon 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007 | 38 | 2007 |
| Development of auditory‐specific brain rhythm in infants T Fujioka, N Mourad, LJ Trainor European Journal of Neuroscience 33 (3), 521-529, 2011 | 25 | 2011 |
| ℓP minimization for sparse vector reconstruction N Mourad, JP Reilly 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009 | 15 | 2009 |
| ECG denoising based on successive local filtering N Mourad Biomedical Signal Processing and Control 73, 103431, 2022 | 14 | 2022 |
| Majorization–minimization for blind source separation of sparse sources N Mourad, JP Reilly, T Kirubarajan Signal Processing 131, 120-133, 2017 | 13 | 2017 |
| Automatic correction of eye blink artifact in single channel EEG recording using EMD and OMP N Mourad, RK Niazy 21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013 | 12 | 2013 |
| Group-sparse mode decomposition: A signal decomposition algorithm based on group-sparsity in the frequency domain N Mourad Digital Signal Processing 122, 103375, 2022 | 9 | 2022 |
| Orthogonal matching pursuit with correction N Mourad, M Sharkas, MM Elsherbeny 2016 IEEE 12th International Colloquium on Signal Processing & Its …, 2016 | 8 | 2016 |
| Blind extraction of sparse sources N Mourad, JP Reilly 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 8 | 2010 |
| Automatic threshold estimation for iterative shrinkage algorithms used with compressed sensing N Mourad, JP Reilly 2012 Ieee International Conference on Acoustics, Speech and Signal …, 2012 | 7 | 2012 |
| Robust smoothing of one‐dimensional data with missing and/or outlier values N Mourad IET Signal Processing 15 (5), 323-336, 2021 | 6 | 2021 |
| Modified hierarchical clustering for sparse component analysis N Mourad, JP Reilly 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 6 | 2010 |
| Automatic correction of short‐duration artefacts in single‐channel EEG recording: a group‐sparse signal denoising algorithm N Mourad IET Signal Processing 12 (4), 549-557, 2018 | 5 | 2018 |
| Advances in sparse signal analysis with applications to blind source separation and EEG/MEG signal processing N Mourad MEG signal processing, 2009 | 5 | 2009 |
| Extraction of superimposed evoked potentials by combination of independent component analysis and cumulant-based matched filtering A Cichocki, RR Gharieb, N Mourad Proceedings of the 11th IEEE Signal Processing Workshop on Statistical …, 2001 | 5 | 2001 |
| New two‐stage approach to ECG denoising N Mourad IET Signal Processing 13 (6), 596-605, 2019 | 4 | 2019 |
| Temporally constrained SCA with applications to EEG data N Mourad, JP Reilly, G Hasey, D MacCrimmon 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 3 | 2010 |
