An efficient feature selection and explainable classification method for EEG-based epileptic seizure detection.
Ijaz AhmadChen YaoLin LiYan ChenZhenzhen LiuInam UllahMohammad ShabazXin WangKaiyang HuangGuanglin LiGuoru ZhaoOluwarotimi Williams SamuelShixiong ChenPublished in: J. Inf. Secur. Appl. (2024)
Keyphrases
- classification method
- epileptic seizures
- feature selection
- selected features
- text classification
- knn
- support vector machine
- eeg signals
- k nearest neighbor
- text categorization
- support vector machine svm
- classification scheme
- classification algorithm
- brain activity
- machine learning
- signal processing
- support vector
- decision trees
- real world
- feature space
- nearest neighbor rule
- test sample
- clustering algorithm
- feature subset
- naive bayes
- neural network
- information extraction