An efficient anomaly detection method for uncertain data based on minimal rare patterns with the consideration of anti-monotonic constraints.
Saihua CaiJinfu ChenHaibo ChenChi ZhangQian LiRexford Nii Ayitey SosuShang YinPublished in: Inf. Sci. (2021)
Keyphrases
- detection method
- uncertain data
- frequent patterns
- anti monotonic
- detection algorithm
- mining frequent itemsets
- frequent sets
- probabilistic databases
- graph patterns
- pattern mining
- frequent itemsets
- mining algorithm
- frequent pattern mining
- data streams
- anti monotone
- databases
- pattern discovery
- interesting patterns
- transaction databases
- mining frequent
- knowledge discovery
- itemsets
- data mining
- nearest neighbor
- multi dimensional
- constraint satisfaction
- tree structure