Covariance and correlation measures on a graph in a generalized bag-of-paths formalism.
Guillaume GuexSylvain CourtainMarco SaerensPublished in: J. Complex Networks (2021)
Keyphrases
- random walk
- path length
- graph representation
- graph theory
- link formation
- graph connectivity
- graph structure
- graph model
- correlation analysis
- visual features
- correlation coefficient
- connected components
- directed graph
- structured data
- pairwise
- graph based algorithm
- multivariate gaussian distribution
- power law
- probabilistic reasoning
- directed acyclic graph
- weighted graph