Modularity belief propagation on multilayer networks to detect significant community structure.
William H. WeirBenjamin WalkerLenka ZdeborováPeter J. MuchaPublished in: CoRR (2019)
Keyphrases
- community structure
- belief propagation
- community detection
- community detection algorithms
- graphical models
- complex networks
- communities in social networks
- message passing
- social networks
- real world networks
- markov random field
- graph cuts
- stereo matching
- network analysis
- approximate inference
- markov networks
- scale free
- biological networks
- overlapping communities
- pairwise
- fixed point
- bipartite networks
- link prediction
- loopy belief propagation
- free energy
- network structure
- real world social networks
- probabilistic model
- probabilistic inference
- graph mining
- energy function
- small world
- information networks
- factor graphs
- post processing
- community discovery
- citation networks