Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming.
Louis OliphantJude W. ShavlikPublished in: ILP (2007)
Keyphrases
- inductive logic programming
- stochastic search
- bayesian networks
- background knowledge
- relational learning
- variable selection
- search methods
- statistical relational learning
- consistency checking
- logic programs
- rule learning
- machine learning
- simulated annealing
- first order logic
- conditional independence
- logic programming
- graphical models
- subgroup discovery
- tree search
- bayesian network classifiers
- knn
- data mining
- stochastic logic programs