Towards a Particle Swarm Optimization-Based Regression Rule Miner.
Bart MinnaertDavid MartensPublished in: ICDM Workshops (2012)
Keyphrases
- particle swarm optimization
- ant miner
- pso algorithm
- higher predictive accuracy
- regression model
- classification rules
- differential evolution
- association rules
- particle swarm optimization algorithm
- multi objective
- global optimization
- particle swarm optimization pso
- particle swarm
- linear regression
- association rule mining
- rule discovery
- regression problems
- swarm intelligence
- data mining techniques
- convergence speed
- model selection
- nearest neighbour
- rule learning
- regression method
- gaussian processes
- rule sets
- ridge regression
- neural network
- population diversity
- shuffled frog leaping algorithm
- reproducing kernel hilbert space
- evolutionary algorithm
- search space
- preprocessing
- knowledge base