Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks.
Nir FriedmanDaphne KollerPublished in: Mach. Learn. (2003)
Keyphrases
- network structure
- bayesian networks
- bayesian network structure
- structure learning
- network topology
- social networks
- network analysis
- hidden variables
- complex networks
- online social networks
- dynamic networks
- posterior probability
- link prediction
- communication networks
- graphical models
- network size
- dependency structure
- conditional independence
- social influence
- information diffusion
- learning bayesian networks
- structural properties
- social structure
- conditional probability tables