Data integration through canonical correlation analysis and its application to OMICs research.
Sonia WróbelCezary TurekEwa L. StepienMonika PiwowarPublished in: J. Biomed. Informatics (2024)
Keyphrases
- data integration
- canonical correlation analysis
- data model
- data sources
- data exchange
- canonical correlations
- databases
- partial least squares
- data management
- least squares
- heterogeneous data
- data cleaning
- data warehouse
- data transformation
- query decomposition
- query answering
- biological databases
- equivalence relationship
- business intelligence
- schema matching
- database systems
- schema mappings
- heterogeneous data sources
- singular value decomposition
- knn
- pattern recognition
- database