Automated seizure detection using limited-channel EEG and non-linear dimension reduction.
Javad BirjandtalabMaziyar Baran PouyanDiana CoganMehrdad NouraniJay HarveyPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- dimension reduction
- epileptic seizures
- eeg signals
- feature extraction
- low dimensional
- high dimensional
- high dimensional data
- principal component analysis
- high dimensional problems
- brain activity
- manifold learning
- feature space
- high dimensionality
- random projections
- variable selection
- data mining and machine learning
- singular value decomposition
- dimensionality reduction
- feature selection
- eeg data
- partial least squares
- video recordings
- dimension reduction methods
- pattern recognition
- brain computer interface
- discriminative information
- cluster analysis
- unsupervised learning
- data sets
- signal processing
- preprocessing
- machine learning