Discovering true association between multimodal data sets using structured and sparse canonical correlation analysis: A simulation study.
Ali Reza Mohammadi-NejadGholam-Ali Hossein-ZadehHamid Soltanian-ZadehPublished in: ISBI (2016)
Keyphrases
- canonical correlation analysis
- simulation study
- data sets
- norm regularization
- dimensionality reduction methods
- least squares
- multivariate statistical
- partial least squares
- canonical correlations
- monte carlo
- equivalence relationship
- kernel cca
- training set
- pattern recognition
- discriminant analysis
- preprocessing
- training data
- principal components analysis
- markov chain
- dimensionality reduction
- machine learning