Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships.
Rosa F. RoperoPedro Aguilera AguileraAntonio FernándezRafael RumíPublished in: Environ. Model. Softw. (2014)
Keyphrases
- bayesian networks
- causal relationships
- probability distribution
- regression model
- conditional independence
- ridge regression
- regression problems
- structure learning
- graphical models
- regression analysis
- simple linear
- bayesian network classifiers
- probabilistic knowledge
- hidden variables
- gaussian processes
- probabilistic reasoning
- random variables
- learning bayesian networks
- conditional independencies
- support vector regression
- polynomial regression
- locally weighted
- inference in bayesian networks
- partial least squares
- linear regression
- data sets
- expert knowledge