A Label-Aided Filter Method for Multi-objective Feature Selection in EEG Classification for BCI.
Pedro Martín-SmithJulio Ortega LoperaJavier Asensio-CuberoJohn Q. GanAndrés OrtizPublished in: IWANN (1) (2015)
Keyphrases
- classification method
- method for feature selection
- classification accuracy
- feature selection
- feature set
- machine learning
- classification algorithm
- support vector machine
- multi objective
- preprocessing
- mutual information
- model selection
- unsupervised learning
- support vector machine svm
- classification models
- classification rate
- irrelevant features
- motor imagery
- optimization algorithm
- discriminative features
- genetic algorithm
- cross validation
- text classification
- pattern recognition
- support vector
- signal processing
- supervised learning
- feature subset
- feature space
- brain computer interface
- objective function
- feature extraction
- decision trees