A Variational Information Bottleneck Approach to Multi-Omics Data Integration.
Changhee LeeMihaela van der SchaarPublished in: CoRR (2021)
Keyphrases
- data integration
- information bottleneck
- information theoretic
- data exchange
- data sources
- data model
- databases
- data management
- query answering
- information bottleneck method
- multi feature
- data cleaning
- data warehouse
- schema mappings
- heterogeneous data sources
- biological databases
- database
- image segmentation
- mutual information
- case study
- statistical relational learning
- query decomposition
- graphical models
- data mining