Improving Classification Performance of BCIs by Using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation.
Wojciech WojcikiewiczCarmen VidaurreMotoaki KawanabePublished in: HAIS (2) (2011)
Keyphrases
- brain computer interface
- supervised learning
- unsupervised learning
- supervised classification
- classification accuracy
- pattern recognition
- automatic classification
- motor imagery
- machine learning
- decision trees
- partially supervised
- text classification
- single trial
- unsupervised classification
- unsupervised feature selection
- training set
- training samples
- eeg data
- decision rules
- classification systems
- preprocessing
- object classification
- eeg signals
- class labels
- classification scheme
- classification rules
- machine learning methods
- classification method
- data sets
- support vector machine svm
- semi supervised
- support vector machine
- feature space
- support vector
- neural network