Dynamic stochastic block models: parameter estimation and detection of changes in community structure.
Matthew LudkinIdris A. EckleyPeter NealPublished in: Stat. Comput. (2018)
Keyphrases
- parameter estimation
- statistical models
- model selection
- community structure
- random fields
- model fitting
- least squares
- maximum likelihood
- markov random field
- parameter estimation algorithm
- estimation problems
- expectation maximization
- em algorithm
- parameter estimates
- complex networks
- community detection
- approximate inference
- probabilistic model
- posterior distribution
- social networks
- network analysis
- structure learning
- network structure
- image processing
- dynamic model
- background knowledge