Data streams classification by incremental rule learning with parameterized generalization.
Francisco J. Ferrer-TroyanoJesús S. Aguilar-RuizJosé Cristóbal Riquelme SantosPublished in: SAC (2006)
Keyphrases
- rule learning
- data streams
- rule discovery
- rule learner
- decision rules
- subgroup discovery
- rule sets
- inductive logic programming
- relational learning
- data sets
- learning scheme
- inductive learning
- decision trees
- machine learning
- pattern recognition
- classification accuracy
- support vector
- itemsets
- nearest neighbor
- learning classifier systems
- training data
- knowledge base
- feature selection