Model-Based Clustering of Time-Evolving Networks through Temporal Exponential-Family Random Graph Models.
Kevin H. LeeLingzhou XueDavid R. HunterPublished in: CoRR (2017)
Keyphrases
- high dimensional
- exponential family
- model based clustering
- mixture model
- random graph models
- em algorithm
- maximum likelihood
- network structure
- density estimation
- expectation maximization
- log likelihood
- social networks
- statistical models
- hierarchical clustering
- missing values
- similarity search
- generative model
- bayesian information criterion
- graphical models
- gaussian mixture model
- probability density function
- parameter estimation
- k means
- clustering algorithm
- statistical model
- closed form
- vector space model
- markov chain monte carlo
- model selection
- micro level