Frequent Pattern Retrieval on Data Streams by using Sliding Window.
P. Mahesh KumarP. Srinivasa RaoPublished in: EAI Endorsed Trans. Energy Web (2021)
Keyphrases
- sliding window
- data streams
- frequent patterns
- itemsets
- frequent itemsets
- frequent item sets
- frequent pattern mining
- mining frequent patterns
- pattern mining
- mining frequent itemsets
- mining algorithm
- stream data
- window size
- streaming data
- transactional databases
- variable size
- limited memory
- fixed size
- uncertain data
- association rules
- fp tree
- sensor networks
- sequential patterns
- minimum support
- tree structure
- sensor data
- continuous queries
- frequent itemset mining
- sequential pattern mining
- apriori algorithm
- interesting patterns
- data distribution
- data sets
- data structure
- frequent closed itemsets
- closed frequent itemsets
- candidate generation
- itemset mining
- mining frequent
- huge number
- concept drift
- association rule mining
- anomaly detection