Rebalancing Techniques for Asynchronously Distributed EEG Data to Improve Automatic Seizure Type Classification.
Niamh McCallanScot DavidsonKok Yew NgPardis BiglarbeigiDewar FinlayBoon Leong LanJames McLaughlinPublished in: CISS (2023)
Keyphrases
- eeg data
- eeg signals
- independent component analysis
- brain computer interface
- spectral features
- signal analysis
- blind source separation
- motor imagery
- single trial
- signal processing
- brain activity
- image classification
- text classification
- classification accuracy
- high degree of accuracy
- feature extraction
- brain signals
- computer vision
- pattern classification
- visuo motor
- binary search trees
- machine learning
- nearest neighbor
- active learning
- support vector
- image processing
- learning algorithm