Learning directed probabilistic logical models from relational data.
Daan FierensPublished in: AI Commun. (2008)
Keyphrases
- relational data
- relational models
- relational domains
- relational learning
- relational classification
- probabilistic model
- prior knowledge
- learning algorithm
- relational databases
- statistical relational learning
- supervised learning
- relational dependency networks
- data sets
- markov logic networks
- bayesian networks
- statistical models
- conditional random fields
- generative model
- markov logic
- maximum likelihood
- xml documents
- relational clustering