Probabilistic Models to Reconcile Complex Data from Inaccurate Data Sources.
Lorenzo BlancoValter CrescenziPaolo MerialdoPaolo PapottiPublished in: CAiSE (2010)
Keyphrases
- complex data
- probabilistic model
- data sources
- heterogeneous data
- data integration
- graphical models
- generative model
- language model
- conditional random fields
- databases
- latent variables
- bayesian networks
- data model
- data warehouse
- integrating heterogeneous
- hidden variables
- high dimensional data
- expectation maximization
- semantic relationships
- data collections
- real world
- materialized views
- data sets
- deep web
- database
- feature selection
- neural network
- actionable knowledge