Grasshopper optimization algorithm-based approach for the optimization of ensemble classifier and feature selection to classify epileptic EEG signals.
Gurwinder SinghBirmohan SinghManpreet KaurPublished in: Medical Biol. Eng. Comput. (2019)
Keyphrases
- optimization algorithm
- eeg signals
- ensemble classifier
- feature selection
- optimization method
- multi objective
- linear discriminant classifier
- signal processing
- evolutionary multi objective
- ensemble learning
- classification models
- differential evolution
- brain computer interface
- brain activity
- eeg data
- concept drift
- preprocessing step
- hybrid optimization algorithm
- text categorization
- decision stumps
- random forest
- ensemble methods
- computer vision
- feature set
- support vector machine
- decision trees
- base classifiers
- fusion method
- feature subset
- non stationary
- dimensionality reduction
- knn
- evolutionary algorithm
- high dimensional
- face recognition
- genetic algorithm