Learning Causal Networks from Data: A Survey and a New Algorithm for Recovering Possibilistic Causal Networks.
Ramon SangüesaUlises CortésPublished in: AI Commun. (1997)
Keyphrases
- causal networks
- bayesian methods
- learning algorithm
- prior knowledge
- bayesian networks
- training data
- causal relations
- bayesian framework
- possibilistic networks
- prior information
- k means
- reinforcement learning
- missing data
- np hard
- incremental learning
- incomplete data
- possibility theory
- computational complexity
- machine learning
- expectation maximization
- inference process