Relational Graphical Models of Computational Workflows for Data Mining.
William H. HsuPublished in: ICSNW (2004)
Keyphrases
- graphical models
- data mining
- statistical relational learning
- belief propagation
- probabilistic inference
- probabilistic model
- random variables
- markov networks
- collective classification
- conditional random fields
- bayesian networks
- probabilistic graphical models
- relational models
- approximate inference
- statistical relational
- structure learning
- relational databases
- graph structure
- relational data
- factor graphs
- relational dependency networks
- exact inference
- statistical inference
- belief networks
- map inference
- relational learning
- conditional independence
- undirected graphical models
- structural learning
- machine learning
- cutting plane
- rough sets
- text mining
- information extraction
- loopy belief propagation
- maximum likelihood
- higher order
- graphical structure
- directed graphical models