A false negative approach to mining frequent itemsets from high speed transactional data streams.
Jeffrey Xu YuZhihong ChongHongjun LuZhenjie ZhangAoying ZhouPublished in: Inf. Sci. (2006)
Keyphrases
- mining frequent itemsets
- data streams
- false negative
- high speed
- false positives
- false negative rate
- sliding window
- low false positive rate
- uncertain data
- frequent itemsets
- false positive rate
- mining of frequent itemsets
- streaming data
- concept drift
- detection rate
- data distribution
- real time
- transaction databases
- data sets
- range queries
- databases