Domain Knowledge Uncertainty and Probabilistic Parameter Constraints.
Yi MaoGuy LebanonPublished in: UAI (2009)
Keyphrases
- domain knowledge
- uncertain data
- probability theory
- decision theory
- handling uncertainty
- constraint satisfaction
- probability measures
- parameter values
- penalty function
- input parameters
- constrained optimization
- machine learning
- conditional probabilities
- incomplete information
- data driven
- prior knowledge
- probabilistic knowledge
- domain models
- inherent uncertainty
- temporal reasoning
- probabilistic logic
- linear constraints
- domain theory
- knowledge sources
- parameter space
- expert systems
- objective function