A Constructive Graphical Model Approach for Knowledge-Based Systems: A Vehicle Monitoring Case Study.
Yang XiangVictor R. LesserPublished in: Comput. Intell. (2003)
Keyphrases
- knowledge based systems
- graphical models
- case study
- belief propagation
- probabilistic graphical models
- expert systems
- probabilistic model
- knowledge acquisition
- knowledge base
- probabilistic inference
- random variables
- conditional random fields
- bayesian networks
- approximate inference
- structure learning
- map inference
- markov networks
- belief networks
- exact inference
- artificial intelligence
- knowledge representation
- conditional independence
- message passing
- deep knowledge
- gaussian graphical models
- expectation maximization
- factor graphs