Detection and Removal of EOG Artifact from EEG Signal using Fuzzy Logic and Wavelet Transform. - Said Agounad; Hafida Idrissi Azami; Mustapha Moufassih; Ousama Tarahi; Soukaina Hamou (ICAC, 2022)

Intelligent fuzzy system for automatic artifact detection and removal from EEG signals. - Said Agounad; Soukaina Hamou; Ousama Tarahi; Mustapha Moufassih; Md Kafiul Islam (J. King Saud Univ. Comput. Inf. Sci., 2022)

An empirical study to evaluate feature extraction approaches CSP, TSM, and CSP-TSM on a MI-BCI under distraction. - Mustapha Moufassih; Ousama Tarahi; Soukaina Hamou; Said Agounad; Hafida Idrissi Azami (SMC, 2023)

Comprehensive Review of Noninvasive Brain-Computer Interfaces for Controlling Robotic Arms. - Soukaina Hamou; Mustapha Moufassih; Ousama Tarahi; Said Agounad; Hafida Idrissi Azami; Anas Mazid (J. Medical Robotics Res., 2024)

Boosting motor imagery brain-computer interface classification using multiband and hybrid feature extraction. - Mustapha Moufassih; Ousama Tarahi; Soukaina Hamou; Said Agounad; Hafida Idrissi Azami (Multim. Tools Appl., 2024)

Hybrid approach: combining eCCA and SSCOR for enhancing SSVEP decoding. - Soukaina Hamou; Mustapha Moufassih; Ousama Tarahi; Said Agounad; Hafida Idrissi Azami (J. Supercomput., 2024)

Advanced Signal Processing and Machine/Deep Learning Approaches on a Preprocessing Block for EEG Artifact Removal: A Comprehensive Review. - Said Agounad; Ousama Tarahi; Mustapha Moufassih; Soukaina Hamou; Anas Mazid (Circuits Syst. Signal Process., 2025)

EEG classification using a simple CNN model for imagined and executed motor signals. - Ousama Tarahi; Soukaina Hamou; Mustapha Moufassih; Said Agounad; Hafida Idrissi Azami (Multim. Tools Appl., 2025)