Bayesian Social Subgraph Generative Models: Social Network Twins using Belief Networks and Ego Behavior Models.
Nagraj NaiduOmar F. El-GayarPublished in: HICSS (2023)
Keyphrases
- generative model
- belief networks
- probabilistic model
- social networks
- bayesian framework
- bayesian belief networks
- posterior probability
- discriminative models
- graphical models
- hidden variables
- scoring metrics
- prior knowledge
- discriminative methods
- conditional probabilities
- discriminative learning
- bayesian networks
- em algorithm
- generative and discriminative models
- probabilistic inference
- model selection
- structured prediction
- exact inference
- expectation maximization
- maximum likelihood
- pairwise
- object recognition
- image segmentation
- decision trees