Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale.
David PoolePublished in: ILP (2010)
Keyphrases
- relational learning
- inductive logic programming
- global scale
- statistical relational learning
- multi relational
- background knowledge
- logic programs
- first order logic
- relational domains
- relational data
- multi relational data mining
- rule learning
- logic programming
- information extraction
- refinement operators
- probabilistic model
- machine learning
- bayesian networks
- markov networks
- relational reinforcement learning
- ilp systems
- bayes net
- rule learner
- relational models
- prior knowledge
- subgroup discovery
- gaussian processes
- phase transition
- learning problems
- model selection
- object oriented