Statistical Inferences by Gaussian Markov Random Fields on Complex Networks.
Kazuyuki TanakaTakafumi UsuiMuneki YasudaPublished in: CIMCA/IAWTIC/ISE (2008)
Keyphrases
- complex networks
- gaussian markov random fields
- computationally efficient
- non stationary
- maximum likelihood
- network analysis
- social network analysis
- community detection
- social networks
- graph theory
- network structure
- community structure
- biological networks
- scale free
- network evolution
- likelihood function
- small world
- real world networks
- functional modules
- network motifs
- information theoretic concepts
- link prediction
- structural properties
- network topology
- community discovery
- clustering coefficient
- degree centrality