Using a priori knowledge to create probabilistic models for optimization.
Shumeet BalujaPublished in: Int. J. Approx. Reason. (2002)
Keyphrases
- probabilistic model
- knowledge base
- domain knowledge
- expert systems
- knowledge acquisition
- background knowledge
- optimization algorithm
- acquire knowledge
- probabilistic modeling
- global optimization
- graphical models
- natural language
- prior knowledge
- expectation maximization
- information systems
- optimization method
- information retrieval
- latent variables
- optimization methods
- automatically generate
- databases
- database