Evaluating the Natural Variability in Generative Models for Complex Networks.
Viplove AroraMario VentrescaPublished in: COMPLEX NETWORKS (1) (2018)
Keyphrases
- complex networks
- generative model
- probabilistic model
- discriminative learning
- network structure
- community detection
- social network analysis
- mixture model
- hierarchical hidden markov models
- em algorithm
- social networks
- network analysis
- community structure
- prior knowledge
- conditional random fields
- scale free
- discriminative models
- representational power
- link prediction
- generative and discriminative models
- biological networks
- small world
- semi supervised
- scale free networks
- object categories
- real world networks
- topic models
- community discovery
- maximum entropy principle
- information extraction
- bayesian inference
- image features
- similarity measure
- clustering algorithm