Top-k Distance-Based Outlier Detection on Uncertain Data.
Ying ZhangHongyuan ZhengQiulin DingPublished in: ICCCS (2015)
Keyphrases
- uncertain data
- distance based outlier detection
- uncertain data streams
- probabilistic xml
- outlier detection
- categorical data
- data streams
- uncertain databases
- knowledge discovery
- mining frequent itemsets
- similarity join
- probabilistic databases
- naive bayes classification
- probability distribution functions
- uncertain objects
- frequent patterns
- space efficient
- query processing
- aggregate queries
- cluster analysis
- continuous data
- data sets
- frequent itemsets
- probability distribution
- machine learning
- databases