Multilayer Modularity Belief Propagation to Assess Detectability of Community Structure.
William H. WeirBenjamin WalkerLenka ZdeborováPeter J. MuchaPublished in: SIAM J. Math. Data Sci. (2020)
Keyphrases
- belief propagation
- community structure
- community detection
- community detection algorithms
- graphical models
- communities in social networks
- message passing
- complex networks
- markov random field
- graph cuts
- stereo matching
- social networks
- network analysis
- markov networks
- approximate inference
- loopy belief propagation
- energy function
- fixed point
- energy minimization
- factor graphs
- pairwise
- overlapping communities
- real world networks
- free energy
- probabilistic inference
- image segmentation
- similarity measure
- small world
- probabilistic model
- bayesian networks
- network structure
- conditional random fields
- max product