Measurement Sensors • Vol 25
Seizure detection using integrated metaheuristic algorithm based ensemble extreme learning machine
December 2022 • Sreelekha Panda, Satyasis Mishra, Mihir Narayan Mohanty, Sunita Satapathy
In biomedical research, the brain signal analysis occupies an important space in recent days. Mostly Epileptic seizure detection is a challenging task for all brain signal researcher. In this paper ensemble approach is considered for seizure classification and detection. It is essential of early detection for the patient to save the life. Initially Wavelet transform is used to extract the relevant features. As the feature dimension is high, features are reduced using linear discriminant analysis (LDA). The metaheu…