A Simple and Fast Algorithm for Automatic Suppression of High-Amplitude Artifacts in EEG Data. - Nasser Mourad; James P. Reilly; Hubert de Bruin; Gary Hasey; Duncan MacCrimmon (ICASSP (1), 2007)

Iterative enhancement of event related potentials through sparsity constraints. - Nasser Mourad; James P. Reilly; Laurel J. Trainor; Bernhard Ross (EUSIPCO, 2008)

lP minimization for sparse vector reconstruction. - Nasser Mourad; James P. Reilly (ICASSP, 2009)

Blind extraction of sparse sources. - Nasser Mourad; James P. Reilly (ICASSP, 2010)

Modified hierarchical clustering for sparse component analysis. - Nasser Mourad; James P. Reilly (ICASSP, 2010)

Temporally constrained SCA with applications to EEG data. - Nasser Mourad; James P. Reilly; Gary Hasey; Duncan MacCrimmon (ICASSP, 2010)

Minimizing nonconvex functions for sparse vector reconstruction. - Nasser Mourad; James P. Reilly (IEEE Trans. Signal Process., 2010)

Automatic threshold estimation for Iterative Shrinkage Algorithms used with compressed sensing. - Nasser Mourad; James P. Reilly (ICASSP, 2012)

Automatic correction of eye blink artifact in single channel EEG recording using EMD and OMP. - Nasser Mourad; Rami K. Niazy (EUSIPCO, 2013)

Majorization-minimization for blind source separation of sparse sources. - Nasser Mourad; James P. Reilly; Thia Kirubarajan (Signal Process., 2017)

Automatic correction of short-duration artefacts in single-channel EEG recording: a group-sparse signal denoising algorithm. - Nasser Mourad (IET Signal Process., 2018)

ECG denoising algorithm based on group sparsity and singular spectrum analysis. - Nasser Mourad (Biomed. Signal Process. Control., 2019)

New two-stage approach to ECG denoising. - Nasser Mourad (IET Signal Process., 2019)

New algorithm based on group sparsity for correcting wideband noise in ECG recordings. - Nasser Mourad (Biomed. Signal Process. Control., 2020)

Robust smoothing of one-dimensional data with missing and/or outlier values. - Nasser Mourad (IET Signal Process., 2021)

ECG denoising based on successive local filtering. - Nasser Mourad (Biomed. Signal Process. Control., 2022)

Group-sparse mode decomposition: A signal decomposition algorithm based on group-sparsity in the frequency domain. - Nasser Mourad (Digit. Signal Process., 2022)

Multivariate group-sparse mode decomposition. - Nasser Mourad (Digit. Signal Process., 2023)