Data stream outlier detection approach based on frequent pattern mining technique.
Aiman Moyaid SaidP. D. D. DominicIbrahima FayePublished in: Int. J. Bus. Inf. Syst. (2015)
Keyphrases
- outlier detection
- frequent pattern mining
- data streams
- itemsets
- frequent itemsets
- frequent patterns
- pattern mining
- detecting outliers
- sliding window
- huge number
- data stream mining
- mining frequent patterns
- frequent itemset mining
- concept drift
- streaming data
- mining frequent itemsets
- density ratio estimation
- fraud detection
- multi dimensional data
- mining algorithm
- credit card fraud detection
- sequential pattern mining
- uncertain data
- data distribution
- transactional data
- mining association rules
- fp tree
- distance based outlier detection
- interesting patterns
- sequential patterns
- association rule mining
- knowledge discovery
- evolving data streams
- high dimensional
- detect outliers
- frequent pattern mining algorithms
- data sets
- data mining algorithms
- detection algorithm
- intrusion detection
- anomaly detection
- information retrieval
- real world