BNEM: a fast community detection algorithm using generative models.
Ahmed Ibrahem HafezAboul Ella HassanienAly A. FahmyPublished in: Soc. Netw. Anal. Min. (2014)
Keyphrases
- generative model
- community detection algorithms
- community detection
- community structure
- social networks
- complex networks
- network analysis
- probabilistic model
- mixture model
- real world networks
- discriminative learning
- em algorithm
- prior knowledge
- topic models
- semi supervised
- discriminative models
- social network analysis
- conditional random fields
- object categories
- expectation maximization
- heterogeneous networks
- combinatorial optimization
- maximum likelihood
- training set
- training data
- image segmentation