Causal Inference on Multidimensional Data Using Free Probability Theory.
Furui LiuLai-Wan ChanPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- multidimensional data
- probability theory
- causal inference
- abductive reasoning
- probabilistic logic
- conditional independence
- causal models
- inference rules
- belief functions
- decision theory
- range queries
- data warehouse
- belief change
- nonmonotonic reasoning
- spatial data
- data structure
- data cube
- r tree
- fuzzy sets
- dimensionality reduction
- index structure
- decision makers
- multi dimensional
- natural language
- real world