Epileptic EEG Signal Detection based on Uncorrelated Multilinear Principal Component Analysis and Metric Learning.
Yankai YangJuan WangJie XuKuiting YanShasha YuanPublished in: BIBM (2023)
Keyphrases
- metric learning
- eeg signals
- principal component analysis
- dimensionality reduction
- event related potentials
- feature space
- distance metric
- distance metric learning
- semi supervised
- pairwise
- signal processing
- epileptic seizures
- multi task
- dimension reduction
- principal components
- distance function
- high dimensional data
- semi supervised learning
- brain computer interface
- linear discriminant analysis
- independent component analysis
- feature extraction
- covariance matrix
- low dimensional
- discriminant analysis
- learning tasks
- brain activity
- eeg data
- mahalanobis metric
- face recognition
- data points
- pattern recognition
- singular value decomposition
- euclidean distance
- labeled data
- empirical mode decomposition
- high dimensional