Exploiting Causal Independence in Large Bayesian Networks.
Rasa JurgelenaitePeter J. F. LucasPublished in: SGAI Conf. (2004)
Keyphrases
- causal independence
- bayesian networks
- conditional independence
- bayesian network inference
- probabilistic inference
- conditional probabilities
- probability distribution
- graphical models
- probabilistic reasoning
- posterior probability
- structure learning
- probabilistic model
- markov networks
- random variables
- higher order
- parameter learning
- incomplete data
- document classification
- belief networks
- text categorization
- markov logic networks
- joint probability
- information extraction
- machine learning