Bayesian data integration for quantifying the contribution of diverse measurements to parameter estimates.
Bram ThijssenTjeerd DijkstraTom HeskesLodewyk F. A. WesselsPublished in: Bioinform. (2018)
Keyphrases
- data integration
- parameter estimates
- maximum likelihood
- parameter estimation
- databases
- experimental data
- data model
- data sources
- data exchange
- dynamic model
- data management
- query answering
- data cleaning
- data warehouse
- heterogeneous data
- data transformation
- posterior distribution
- closed form solutions
- parametric models
- heterogeneous data sources
- prior model
- query decomposition
- biological databases
- real world
- schema mappings
- em algorithm
- posterior probability
- business intelligence
- schema matching
- global schema
- decision support system
- markov random field
- least squares
- special case
- xml documents