SPAMS: A Novel Incremental Approach for Sequential Pattern Mining in Data Streams.
Lionel VinceslasJean-Emile SymphorAlban MancheronPascal PonceletPublished in: EGC (best of volume) (2009)
Keyphrases
- sequential pattern mining
- data streams
- sequential patterns
- multi dimensional
- reservoir sampling
- sliding window
- pattern mining
- mining sequential patterns
- sequence mining
- mining algorithm
- frequent sequential patterns
- frequent itemset mining
- frequent patterns
- concept drift
- interesting patterns
- itemsets
- sequential data
- web logs
- itemset mining
- sequential pattern mining algorithm
- frequent sequences
- data sets
- frequent itemsets
- continuous data streams
- frequent pattern mining
- incremental mining
- multiple data streams
- topic in data mining
- high utility
- pattern growth
- mining frequent itemsets
- sequence databases
- pruning strategy
- index structure
- web documents
- data structure
- website
- real world