Classification of epileptic EEG signals based on simple random sampling and sequential feature selection.
Hadi Ratham Al GhayabYan LiShahab A. AbdullaMohammed DiykhXiangkui WanPublished in: Brain Informatics (2016)
Keyphrases
- eeg signals
- random sampling
- feature selection
- linear discriminant classifier
- selective sampling
- signal processing
- eeg data
- active learning
- brain computer interface
- sample size
- sampling algorithm
- motor imagery
- kernel density estimators
- sliding window
- electrical activity
- brain activity
- model selection
- random projections
- machine learning
- text classification
- classification accuracy
- image features
- support vector machine
- feature space
- positive and negative
- brain signals