An approach of support approximation to discover frequent patterns from concept-drifting data streams based on concept learning.
Chao-Wei LiKuen-Fang JeaPublished in: Knowl. Inf. Syst. (2014)
Keyphrases
- concept learning
- frequent patterns
- discovery of frequent patterns
- frequent pattern mining
- mining algorithm
- mining frequent patterns
- pattern mining
- sequential patterns
- inductive logic programming
- association rules
- transactional databases
- itemsets
- data structure
- frequent itemsets
- co occurrence
- machine learning
- text mining
- inductive learning
- domain knowledge
- huge number
- active learning
- sequential pattern mining
- inductive learning algorithms