Mining Informative Rule Set for Prediction over a Sliding Window.
Nguyen Dat NhanNguyen Thanh HungHoai Bac LePublished in: ACIIDS (2) (2010)
Keyphrases
- sliding window
- rule sets
- closed frequent itemsets
- rule generation
- data streams
- data mining algorithms
- association rules
- fixed size
- decision trees
- frequent itemsets
- decision rules
- incremental mining
- error rate
- mining algorithm
- fuzzy rules
- membership functions
- data mining
- window size
- discovered rules
- knowledge discovery
- rough set theory
- classification rules
- limited memory
- stream data
- variable size
- data mining techniques
- streaming data
- frequent patterns
- association rule mining
- preprocessing
- itemsets
- real world
- pattern mining
- sequential patterns
- evolutionary algorithm
- artificial intelligence
- genetic algorithm
- similarity measure
- real time
- k nearest neighbor
- redundant rules
- fuzzy sets