A Formalism for Building Causal Polytree Structures Using Data Distributions.
M. OuerdB. John OommenStan MatwinPublished in: ISMIS (2000)
Keyphrases
- data distribution
- data streams
- high dimensional data
- index structure
- causal reasoning
- causal knowledge
- concept drift
- bayesian networks
- data points
- learning algorithm
- causal models
- multi dimensional data
- causal dependencies
- data skew
- probabilistic reasoning
- influence diagrams
- knowledge representation
- database systems
- decision trees
- feature selection