Group sparse canonical correlation analysis for genomic data integration.
Dongdong LinJi-Gang ZhangJingyao LiVince D. CalhounHong-Wen DengYu-Ping WangPublished in: BMC Bioinform. (2013)
Keyphrases
- data integration
- canonical correlation analysis
- data management
- data sources
- data model
- data exchange
- databases
- least squares
- canonical correlations
- partial least squares
- data transformation
- data cleaning
- query answering
- business intelligence
- biological databases
- schema mappings
- query decomposition
- data warehouse
- equivalence relationship
- heterogeneous data sources
- dimensionality reduction methods
- database
- biological data
- discriminant analysis
- high throughput
- kernel cca