Topology detection of complex networks with hidden variables and stochastic perturbations.
Xiaoqun WuWeihan WangWei Xing ZhengPublished in: ISCAS (2012)
Keyphrases
- complex networks
- hidden variables
- network structure
- small world
- network analysis
- probabilistic model
- social networks
- latent variables
- bayesian networks
- generative model
- scale free
- community detection
- social network analysis
- em algorithm
- community structure
- models with hidden variables
- biological networks
- bayesian inference
- link prediction
- real world networks
- scale free networks
- network motifs
- information theoretic concepts
- network evolution
- missing values
- observed variables
- prior knowledge