Community-Based Relational Markov Networks in Complex Networks.
Huaiyu WanYoufang LinCaiyan JiaHoukuan HuangPublished in: RSKT (2011)
Keyphrases
- complex networks
- markov networks
- collective classification
- statistical relational learning
- link prediction
- graphical models
- maximum likelihood
- probabilistic graphical models
- belief propagation
- social network analysis
- community detection
- first order logic
- relational dependency networks
- social networks
- relational data
- conditional random fields
- document classification
- bayesian networks
- bayesian inference
- probabilistic model
- network structure
- hidden variables
- graph theory
- markov logic networks
- posterior probability
- conditional probabilities
- markov logic
- structure learning
- markov random field
- relational databases
- community structure
- random variables
- relational learning
- community discovery
- information theoretic concepts
- inductive logic programming