Mining evolving data streams for frequent patterns.
Pierre-Alain LaurRichard NockJean-Emile SymphorPascal PonceletPublished in: Pattern Recognit. (2007)
Keyphrases
- frequent patterns
- evolving data streams
- frequent pattern mining
- mining algorithm
- stream mining
- mining frequent patterns
- pattern mining
- itemsets
- data stream mining
- data streams
- sequential patterns
- interesting patterns
- sequential pattern mining
- frequent itemsets
- discovery of frequent patterns
- association rules
- uncertain data
- concept drift
- tree structure
- mining frequent
- minimum support
- streaming data
- transaction databases
- transactional databases
- fp tree
- random forests
- data structure
- pattern growth
- maximal frequent
- apriori algorithm
- condensed representations
- huge number
- closed patterns
- association rule mining
- frequent item sets
- frequent sequences
- frequent itemset mining
- mining association rules
- anomaly detection
- machine learning