Bayesian Networks for Probabilistic Weather Prediction.
Antonio S. CofiñoR. CanoC. SordoJosé Manuel GutiérrezPublished in: ECAI (2002)
Keyphrases
- bayesian networks
- weather prediction
- probabilistic reasoning
- posterior probability
- probabilistic model
- probability distribution
- conditional probabilities
- weather data
- conditional independence
- learning bayesian networks
- structure learning
- graphical models
- probabilistic inference
- bayesian network learning
- probabilistic modeling
- random variables
- inference in bayesian networks
- causal networks
- parameter learning
- probabilistic knowledge
- markov networks
- approximate inference
- naive bayes
- uncertain data
- diagnostic reasoning
- conditional probability distributions
- hidden variables
- probabilistic relational models
- expert knowledge
- continuous variables
- exact inference
- belief networks
- decision trees
- markov blanket
- incomplete data