Constructing Bayesian Network in a Changing World.
Yanping XiangKim-Leng PohPublished in: AAAI Spring Symposium: Challenges to Decision Support in a Changing World (2005)
Keyphrases
- bayesian networks
- probabilistic inference
- learning bayesian networks
- incomplete data
- structural learning
- machine learning
- world model
- conditional independence
- conditional probabilities
- evolutionary algorithm
- structure learning
- probabilistic reasoning
- case study
- information systems
- graphical models
- probabilistic model
- influence diagrams
- causal relationships
- reinforcement learning
- decision making
- inference in bayesian networks