PSO-based feature selection and neighborhood rough set-based classification for BCI multiclass motor imagery task.
S. Udhaya KumarH. Hannah InbaraniPublished in: Neural Comput. Appl. (2017)
Keyphrases
- multi class
- motor imagery
- feature selection
- brain computer interface
- support vector machine
- multiclass classification
- eeg signals
- binary classifiers
- multi class classification
- cost sensitive classification
- cost sensitive
- multiclass problems
- multiple classes
- multiclass support vector machines
- multi class classifier
- pairwise
- classification accuracy
- binary classification
- binary classification problems
- eeg data
- multi task
- text classification
- error correcting output codes
- binary classification tasks
- classification models
- perceptron algorithm
- machine learning
- machine learning algorithms
- support vector machine svm
- feature space
- support vector
- decision trees
- high dimensionality
- text categorization
- image classification
- signal processing
- rough sets
- pattern recognition
- training data
- feature extraction
- multiclass learning
- learning algorithm
- data sets