Microscopic generative models for complex networks.
Larry Yueli ZhangPeter MarbachPublished in: CISS (2014)
Keyphrases
- complex networks
- generative model
- probabilistic model
- network analysis
- social network analysis
- social networks
- mixture model
- community detection
- em algorithm
- discriminative learning
- scale free
- biological networks
- discriminative models
- community structure
- prior knowledge
- network structure
- link prediction
- semi supervised
- hierarchical hidden markov models
- real world networks
- expectation maximization
- topic models
- community discovery
- small world
- maximum entropy principle