Introduction to the special issue on Graphical Models and Information Retrieval.
Juan M. Fernández-LunaJuan F. HueteBenjamin PiwowarskiPublished in: Int. J. Approx. Reason. (2009)
Keyphrases
- graphical models
- information retrieval
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- structure learning
- bayesian networks
- approximate inference
- probabilistic graphical models
- conditional random fields
- conditional independence
- map inference
- graph structure
- belief networks
- exact inference
- information extraction
- markov networks
- message passing
- factor graphs
- search space
- relational databases
- statistical inference
- loopy belief propagation
- undirected graphical models
- generative model