Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data.
Sun-Hee KimHyung-Jeong YangKam Swee NgPublished in: J. Zhejiang Univ. Sci. C (2011)
Keyphrases
- missing values
- eeg data
- independent component analysis
- principal component analysis
- expectation maximization
- multiple imputation
- em algorithm
- missing data
- data imputation
- incomplete data
- maximum likelihood
- principal components
- brain computer interface
- blind source separation
- factor analysis
- motor imagery
- high dimensional data
- missing data imputation
- eeg signals
- imputation methods
- dimensionality reduction
- face recognition
- probabilistic model
- incomplete data sets
- low dimensional
- feature extraction
- linear discriminant analysis
- statistical databases
- discriminant analysis
- feature space
- negative matrix factorization
- non stationary
- single trial
- image segmentation
- data sets
- singular value decomposition
- machine learning algorithms
- brain signals
- image processing
- neural network