EEG feature selection for thought driven robots using evolutionary Algorithms.
Kasun AmarasinghePatrick SivilsMilos ManicPublished in: HSI (2016)
Keyphrases
- evolutionary algorithm
- feature selection
- multi objective
- evolutionary computation
- differential evolution
- optimization problems
- multi objective optimization
- text categorization
- fitness function
- genetic programming
- multi robot
- mobile robot
- robotic systems
- feature space
- feature subset
- brain computer interface
- eeg signals
- machine learning
- genetic algorithm
- classification accuracy
- data driven
- text classification
- simulated annealing
- support vector
- differential evolution algorithm
- feature selection algorithms
- cooperative
- event related
- feature set
- multi class
- selected features
- information gain
- feature extraction
- autonomous robots
- signal processing
- robotic agents
- evolutionary search
- motor imagery
- evolution strategy
- human robot interaction
- classification models
- high dimensionality
- nsga ii
- neural network
- multi task
- objective function
- feature subset selection
- robot control
- evolutionary process
- eeg data
- knn
- dimensionality reduction
- model selection
- particle swarm optimization