Domain Knowledge Uncertainty and Probabilistic Parameter Constraints
Yi MaoGuy LebanonPublished in: CoRR (2012)
Keyphrases
- domain knowledge
- uncertain data
- generative model
- probability theory
- conditional probabilities
- probabilistic model
- linear constraints
- posterior probability
- decision theory
- constrained optimization
- genetic algorithm
- probability measures
- domain specific knowledge
- input parameters
- incomplete information
- domain experts
- data driven
- parameter values
- knowledge representation
- penalty function
- neural network
- constraint violations
- handling uncertainty