Hierarchical subspace identification of directed acyclic graphs.
Patricio TorresJan-Willem van WingerdenMichel VerhaegenPublished in: Int. J. Control (2015)
Keyphrases
- directed acyclic graph
- structural learning
- equivalence class
- equivalence classes
- directed graph
- random variables
- conditional independence
- principal component analysis
- causal models
- undirected graph
- low dimensional
- bayesian network structure
- causal reasoning
- structural equation models
- independence relations
- subspace clustering
- high dimensional data
- markov random field
- dimensionality reduction