Sampling on networks: estimating eigenvector centrality on incomplete graphs.
Nicolò RuggeriCaterina De BaccoPublished in: CoRR (2019)
Keyphrases
- network analysis
- social networks
- betweenness centrality
- social network analysis
- real world networks
- community detection
- graph clustering
- network structure
- complex networks
- community discovery
- dynamic networks
- graph theory
- centrality measures
- adjacency matrix
- community structure
- average degree
- small world
- highly connected
- covariance matrix
- biological networks
- random graphs
- small world networks
- rigid body
- graph mining
- principal component analysis
- graph matching
- fully connected
- sample size
- noisy data
- bayesian networks
- shortest path
- network properties
- clustering method
- terrorist networks
- monte carlo
- spectral methods
- missing values
- graph theoretic
- graph structures
- link prediction
- sampling methods
- sampling algorithm
- power law