Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise.
Chihao ZhangShihua ZhangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- data integration
- heterogeneous data
- matrix decomposition
- data sources
- heterogeneous data sources
- data model
- data exchange
- low rank
- nonnegative matrix factorization
- databases
- data management
- data warehouse
- missing data
- schema mappings
- maximum likelihood
- business intelligence
- singular values
- query decomposition
- matrix factorization
- database systems
- singular value decomposition
- knowledge discovery
- relational databases
- latent structure
- database