Seizure prediction based on classification of EEG synchronization patterns with on-line retraining and post-processing scheme.
Cheng-Yi ChiangNai-Fu ChangTung-Chien ChenHong-Hui ChenLiang-Gee ChenPublished in: EMBC (2011)
Keyphrases
- post processing
- eeg signals
- preprocessing
- pattern extraction
- epileptic seizures
- eeg data
- filtering method
- classification accuracy
- motor imagery
- decision trees
- post processed
- signal processing
- machine learning
- human experts
- brain activity
- prediction error
- data mining techniques
- projections onto convex sets
- feature space
- extracted features
- pattern mining
- classification algorithm
- rule learning
- decision rules
- class labels
- nearest neighbor
- training set
- tandem repeats
- rule evaluation support method