Exploiting Causal Independence in Bayesian Network Inference.
Nevin Lianwen ZhangDavid L. PoolePublished in: J. Artif. Intell. Res. (1996)
Keyphrases
- bayesian network inference
- causal independence
- bayesian networks
- probabilistic inference
- belief networks
- conditional independence
- joint probability
- conditional probabilities
- markov logic networks
- search space
- probability distribution
- knowledge representation
- maximum likelihood
- first order logic
- compact representations