eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams.
Frederic T. StahlMohamed Medhat GaberManuel Martin SalvadorPublished in: SGAI Conf. (2012)
Keyphrases
- classification rules
- data streams
- learning algorithm
- classification algorithm
- predictive accuracy
- genetic programming
- sliding window
- nearest neighbor
- streaming data
- concept drift
- machine learning
- rule sets
- data reduction
- data sets
- decision trees
- concept lattice
- training data
- ant miner
- machine learning algorithms
- reinforcement learning
- labeled data
- association rules
- preprocessing
- back propagation
- class labels
- semi supervised learning
- association rule mining
- fuzzy rules
- knn
- active learning
- prior knowledge
- learning process
- artificial neural networks
- subgroup discovery