A particle swarm algorithm optimization-based SVM-KNN algorithm for epileptic EEG recognition.
Xiaoying WangYu LingXiang LingXianghuan LiZhicheng LiKunpeng HuMin DaiJia ZhuYuxiao DuQintai YangPublished in: Int. J. Intell. Syst. (2022)
Keyphrases
- particle swarm algorithm
- knn algorithm
- knn
- particle swarm
- optimization scheme
- k nearest neighbor
- eeg signals
- support vector machine svm
- support vector
- optimization method
- nearest neighbor
- support vector machine
- optimization algorithm
- job shop scheduling problem
- particle swarm optimisation
- feature extraction
- particle swarm optimization
- eeg data
- global optimization
- text classification
- brain activity
- k nearest neighbour
- feature selection
- hybrid algorithm
- particle swarm optimization algorithm
- optimisation problems
- multi objective
- machine learning
- feature vectors
- swarm intelligence
- search space
- nearest neighbour
- training data
- differential evolution
- optimization problems
- text categorization
- genetic programming