Higher-Order Visualization of Causal Structures in Dynamics Graphs.
Vincenzo PerriIngo ScholtesPublished in: CoRR (2019)
Keyphrases
- higher order
- complex structures
- introduce a general framework
- graph structures
- high order
- graph drawing
- graph layout
- graphical representations
- higher order relations
- observational data
- dynamical systems
- directed graph
- bayesian networks
- physical processes
- natural images
- conditional random fields
- structural analysis
- graph theoretic
- visual representation
- pairwise
- graph theory
- neural network
- low order
- experimental data
- causal models
- lower order
- probabilistic model
- graph mining
- causal inference
- data analysis