An Alternative Markov Property for Chain Graphs.
Steen A. AnderssonDavid MadiganMichael D. PerlmanPublished in: UAI (1996)
Keyphrases
- chain graphs
- markov property
- conditional independence
- graphical models
- bayesian networks
- random variables
- directed acyclic graph
- markov models
- temporal context
- probabilistic graphical models
- state space
- hidden variables
- causal models
- mrf model
- markov networks
- markov random field
- factor graphs
- belief propagation
- probability distribution
- hidden markov models
- message passing
- linear models
- belief networks
- maximum entropy
- visual information
- model selection
- undirected graphical models
- spatio temporal