Approximate mining of maximal frequent itemsets in data streams with different window models.
Hua-Fu LiSuh-Yin LeePublished in: Expert Syst. Appl. (2008)
Keyphrases
- data streams
- maximal frequent itemsets
- itemsets
- sliding window
- mining maximal frequent itemsets
- frequent itemsets
- maximal frequent
- knowledge discovery
- pattern mining
- multiple data streams
- sensor networks
- sensor data
- continuous data streams
- streaming data
- frequent itemset mining
- mining association rules
- data mining
- model selection
- data analysis
- data stream mining
- mining frequent itemsets
- frequent pattern mining
- historical data
- mining algorithm
- probabilistic model