Data Integration for Classification Problems Employing Gaussian Process Priors.
Mark A. GirolamiMingjun ZhongPublished in: NIPS (2006)
Keyphrases
- data integration
- gaussian process
- bayesian framework
- gaussian processes
- dynamical models
- data sources
- databases
- data model
- hyperparameters
- data exchange
- gaussian process regression
- regression model
- model selection
- prior knowledge
- data management
- semi supervised
- latent variables
- generative model
- gaussian process models
- data warehouse
- prior information
- schema mappings
- maximum a posteriori
- business intelligence
- query decomposition
- expectation maximization
- machine learning