Adaptive Markov Logic Networks: Learning Statistical Relational Models with Dynamic Parameters.
Dominik JainAndreas BarthelsMichael BeetzPublished in: ECAI (2010)
Keyphrases
- markov logic networks
- relational models
- structure learning
- probabilistic reasoning
- relational domains
- learning algorithm
- bayesian networks
- probabilistic graphical models
- parameter learning
- first order logic
- learning problems
- learning tasks
- markov networks
- relational data
- statistical relational learning
- graphical models
- prior knowledge
- statistical learning
- learning models
- maximum likelihood
- efficient learning
- supervised learning
- multi class
- relational databases
- knowledge base