A semiparametric PCA approach to fMRI data analysis.
Magnus O. UlfarssonVictor SoloPublished in: ICASSP (2010)
Keyphrases
- data analysis
- semi parametric
- principal component analysis
- density estimation
- least squares
- functional magnetic resonance imaging
- statistical inference
- high dimensional data
- regression model
- linear model
- feature space
- regression problems
- high dimensional
- feature extraction
- data mining
- face recognition
- machine learning
- dimensionality reduction
- low dimensional
- constrained optimization
- knowledge discovery
- camera response function