An online evolutionary rule learning algorithm with incremental attribute discretization.
Essam Soliman DebieKamran ShafiKathryn E. MerrickChris LokanPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- learning algorithm
- batch mode
- online learning
- incremental learning
- genetic algorithm
- training data
- machine learning
- numeric attributes
- learning process
- reinforcement learning
- active learning
- knowledge discovery
- feature selection
- preprocessing
- online algorithms
- continuous attributes
- sample complexity
- learning tasks
- artificial neural networks
- learning rate
- learning problems
- data mining
- numerical attributes
- rule induction
- production rules
- rule sets
- classification rules
- decision rules
- attribute values
- back propagation
- supervised learning
- semi supervised
- association rules