Human emotion recognition from EEG-based brain-computer interface using machine learning: a comprehensive review. - Essam H. Houssein; Asmaa Hammad; Abdelmgeid A. Ali (Neural Comput. Appl., 2022)

An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition. - Essam H. Houssein; Asmaa Hammad; Marwa M. Emam; Abdelmgeid A. Ali (Comput. Biol. Medicine, 2024)

TFCNN-BiGRU with self-attention mechanism for automatic human emotion recognition using multi-channel EEG data. - Essam H. Houssein; Asmaa Hammad; Nagwan M. Abdel Samee; Manal Abdullah Alohali; Abdelmgeid A. Ali (Clust. Comput., 2024)