Evaluating Ensemble Learning Methods for Multi-Modal Emotion Recognition Using Sensor Data Fusion. - Eman M. G. Younis; Someya Mohsen Zaki; Eiman Kanjo; Essam H. Houssein (Sensors, 2022)

Machine learning for human emotion recognition: a comprehensive review. - Eman M. G. Younis; Someya Mohsen Zaki; Essam H. Houssein; Osman Ali Sadek Ibrahim (Neural Comput. Appl., 2024)

Correction: Machine learning for human emotion recognition: a comprehensive review. - Eman M. G. Younis; Someya Mohsen Zaki; Essam H. Houssein; Osman Ali Sadek Ibrahim (Neural Comput. Appl., 2024)

Leveraging explainable artificial intelligence for emotional label prediction through health sensor monitoring. - Essam H. Houssein; Someya Mohsen Zaki; Marwa M. Emam; Nagwan M. Abdel Samee; Reem Ibrahim Alkanhel; Eman M. G. Younis (Clust. Comput., 2025)