Memory-adaptive high utility sequential pattern mining over data streams.
Morteza ZihayatYan ChenAijun AnPublished in: Mach. Learn. (2017)
Keyphrases
- sequential pattern mining
- high utility
- data streams
- itemsets
- sequential patterns
- topic in data mining
- multi dimensional
- itemset mining
- pattern mining
- mining algorithm
- frequent itemset mining
- sliding window
- frequent patterns
- web access
- frequent sequences
- sequence mining
- interesting patterns
- web logs
- sequential data
- association rules
- pruning strategy
- frequent pattern mining
- data sets
- information extraction
- candidate generation
- pattern growth
- mining frequent itemsets
- preprocessing
- data mining
- real world