ITGH: Information-Theoretic Granger Causal Inference on Heterogeneous Data.
Sahar BehzadiBenjamin SchellingClaudia PlantPublished in: PAKDD (2) (2020)
Keyphrases
- information theoretic
- heterogeneous data
- causal inference
- mutual information
- additive noise
- data integration
- abductive reasoning
- data management
- data sources
- discrete data
- databases
- nonmonotonic reasoning
- causal models
- metadata
- complex data
- model selection
- high dimensional data
- maximum entropy
- noisy images
- business intelligence
- logic programming
- data model
- pattern recognition
- decision trees
- computer vision