Clustering and Structural Robustness in Causal Diagrams.
Santtu TikkaJouni HelskeJuha KarvanenPublished in: CoRR (2021)
Keyphrases
- causal models
- structural model
- clustering algorithm
- causal reasoning
- clustering method
- directed acyclic graph
- k means
- cluster analysis
- structural information
- data clustering
- unsupervised learning
- document clustering
- graph theoretic
- self organizing maps
- high robustness
- distance metric
- data points
- similarity function
- categorical data
- uml diagrams
- information theoretic
- outlier detection
- bayesian networks