Probabilistic Independence of Causal Influences.
Adam ZagoreckiMarek J. DruzdzelPublished in: Probabilistic Graphical Models (2006)
Keyphrases
- bayesian networks
- causal networks
- independence assumption
- probabilistic model
- conditional independence
- probabilistic approaches
- probabilistic networks
- causal independence
- machine learning
- causal relations
- probability theory
- probabilistic reasoning
- posterior probability
- conditional probabilities
- data driven
- case study
- information retrieval