Model-based clustering of time-evolving networks through temporal exponential-family random graph models.
Kevin H. LeeLingzhou XueDavid R. HunterPublished in: J. Multivar. Anal. (2020)
Keyphrases
- model based clustering
- exponential family
- mixture model
- random graph models
- network structure
- density estimation
- em algorithm
- social networks
- maximum likelihood
- statistical models
- expectation maximization
- missing values
- log likelihood
- closed form
- hierarchical clustering
- graphical models
- gaussian mixture model
- probabilistic model
- clustering algorithm
- variational methods
- bayesian information criterion
- order statistics
- statistical model
- generative model
- micro level
- model selection
- search engine
- feature extraction
- probability density function
- data mining