| Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review EH Houssein, A Hammad, AA Ali Neural Computing and Applications, 1-31, 2022 | 216 | 2022 |
| Feature extraction of epilepsy EEG using discrete wavelet transform A Hamad, EH Houssein, AE Hassanien, AA Fahmy 2016 12th international computer engineering conference (ICENCO), 190-195, 2016 | 87 | 2016 |
| Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG signals A Hamad, EH Houssein, AE Hassanien, AA Fahmy International conference on advanced machine learning technologies and …, 2018 | 62 | 2018 |
| A hybrid EEG signals classification approach based on grey wolf optimizer enhanced SVMs for epileptic detection A Hamad, EH Houssein, AE Hassanien, AA Fahmy International Conference on Advanced Intelligent Systems and Informatics …, 2017 | 53 | 2017 |
| Epileptic detection based on whale optimization enhanced support vector machine EH Houssein, A Hamad, AE Hassanien, AA Fahmy Journal of Information and Optimization Sciences 40 (3), 699-723, 2019 | 38 | 2019 |
| A hybrid gray wolf optimization and support vector machines for detection of epileptic seizure A Hamad, EH Houssein, AE Hassanien, AA Fahmy, S Bhattacharyya Series in machine perception and artificial intelligence, hybrid …, 2018 | 9 | 2018 |
| An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition EH Houssein, A Hammad, MM Emam, AA Ali Computers in Biology and Medicine, 108329, 2024 | 8 | 2024 |
| A hybrid automated detection of epileptic seizures in EEG based on wavelet and machine learning techniques A Hamad, AE Hassanien, AA Fahmy, EH Houssein arXiv preprint arXiv:1807.10723, 2018 | 7 | 2018 |
| TFCNN-BiGRU with self-attention mechanism for automatic human emotion recognition using multi-channel EEG data EH Houssein, A Hammad, NA Samee, MA Alohali, AA Ali Cluster Computing, 1-21, 2024 | | 2024 |
Essam H. HousseinFaculty of Computers and Information, Minia University, Minia, Egypt.在 minia.edu.eg 的电子邮件经过验证
