Community detection in networks: Modularity optimization and maximum likelihood are equivalent.
M. E. J. NewmanPublished in: CoRR (2016)
Keyphrases
- community detection
- maximum likelihood
- complex networks
- network analysis
- community structure
- social networks
- community detection algorithms
- real world networks
- bipartite networks
- biological networks
- graph clustering
- link prediction
- label propagation
- graph mining
- information diffusion
- social network analysis
- network structure
- citation networks
- overlapping communities
- information networks
- label propagation algorithm
- cohesive subgroups
- machine learning
- combinatorial optimization
- optimization problems
- pairwise
- real world graphs
- data mining