A whitening approach to probabilistic canonical correlation analysis for omics data integration.
Takoua JendoubiKorbinian StrimmerPublished in: BMC Bioinform. (2019)
Keyphrases
- data integration
- canonical correlation analysis
- databases
- data model
- data sources
- data management
- data exchange
- canonical correlations
- least squares
- data warehouse
- biological databases
- data transformation
- query answering
- probabilistic model
- data cleaning
- partial least squares
- data integration systems
- dimensionality reduction methods
- schema mappings
- database