A Parallel Island Approach to Multiobjective Feature Selection for Brain-Computer Interfaces.
Julio OrtegaDragi KimovskiJohn Q. GanAndrés OrtizMiguel DamasPublished in: IWANN (1) (2017)
Keyphrases
- multi objective
- brain computer interface
- feature selection
- multiobjective optimization
- evolutionary algorithm
- multi objective optimization
- healthy subjects
- multimodal interaction
- motor imagery
- eeg signals
- multiple objectives
- signal processing
- text categorization
- optimization algorithm
- genetic algorithm
- particle swarm optimization
- computer screen
- eeg data
- objective function
- feature subset
- evoked potentials
- feature set
- multiobjective evolutionary algorithms
- multiobjective genetic algorithm
- feature extraction
- spinal cord injury
- multiobjective evolutionary algorithm
- brain signals
- nsga ii
- bi objective
- feature selection algorithms
- neural network
- classification accuracy
- feature space
- machine learning
- brain activity
- pareto optimal
- differential evolution
- dimensionality reduction