Refined Time Stamps for Concept Drift Detection During Mining for Classification Rules.
Ray J. HickeyMichaela M. BlackPublished in: TSDM (2000)
Keyphrases
- classification rules
- drift detection
- association rules
- classification algorithm
- decision trees
- genetic programming
- nearest neighbor
- rule discovery
- concept drift
- mining algorithm
- rule sets
- data mining
- ant miner
- interestingness measures
- itemsets
- machine learning
- frequent patterns
- neural network
- fuzzy rules
- pattern mining
- human experts
- text mining
- bayesian networks
- sequential patterns
- frequent itemsets
- data mining methods
- semi supervised learning
- knn
- associative classifiers
- prior knowledge