Reduction of ILP Search Space with Bottom-Up Propositionalisation.
Hadeel Al-NegheimishAlessandra RussoPublished in: ILP (Short Papers) (2016)
Keyphrases
- search space
- multi relational data mining
- inductive logic programming
- relational data mining
- multi relational
- ilp systems
- reduce the search space
- search algorithm
- solution space
- relational learning
- data driven
- heuristic search
- search strategy
- complete search
- metaheuristic
- evolutionary algorithm
- branch and bound
- prune the search space
- database
- effective pruning
- reduction method
- global search
- first order logic
- fitness function
- information systems
- neural network
- data sets