Multi-Classification of Electroencephalogram Epileptic Seizures Based on Robust Hybrid Feature Extraction Technique and Optimized Support Vector Machine Classifier
Sani Saminu,
Guizhi Xu ,
Shuai Zhang ,
Isselmou Ab El Kader ,
Hajara Abdulkarim Aliyu ,
Adamu Halilu Jabire,
Yusuf Kola Ahmed ,
Isah Salim Ahmad
Affiliations
Sani Saminu
State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin, China; Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China;Department of Biomedical Engineering, University of Ilorin, Ilorin, Nigeria
Guizhi Xu
State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin, China; Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China
Shuai Zhang
State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin, China; Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China
Isselmou Ab El Kader
State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin, China; Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China
Hajara Abdulkarim Aliyu
Department of Electrical and Electronics Engineering, Jigawa state Polytechnic Dutse, Jigawa State, Nigeria
Adamu Halilu Jabire
Taraba State University Jalingo, Taraba State, Nigeria
Yusuf Kola Ahmed
Department of Biomedical Engineering, University of Ilorin, Ilorin, Nigeria
Isah Salim Ahmad
State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin, China; Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China
