An Algorithm for Mining Frequent Items on Data Stream Using Fading Factor.
Ling ChenShan ZhangLi TuPublished in: COMPSAC (2) (2009)
Keyphrases
- data streams
- preprocessing
- learning algorithm
- optimal solution
- search space
- sliding window
- worst case
- high speed data streams
- single pass
- apriori algorithm
- matching algorithm
- detection algorithm
- k means
- segmentation algorithm
- computational complexity
- frequent closed itemsets
- similarity measure
- knowledge discovery
- dynamic programming
- np hard
- association rule mining
- classification algorithm
- query processing
- outlier detection
- fp tree