USOM: Mining and visualizing uncertain data based on self-organizing maps.
Le LiXiaohang ZhangZhiwen YuZijian FengRuiping WeiPublished in: ICMLC (2011)
Keyphrases
- itemset mining
- uncertain data
- frequent itemsets
- uncertain databases
- itemsets
- frequent itemset mining
- mining frequent itemsets
- frequent patterns
- mining algorithm
- data streams
- sequential pattern mining
- association rules
- pattern mining
- transaction databases
- mining association rules
- probabilistic databases
- frequent pattern mining
- probabilistic xml
- apriori algorithm
- mining frequent patterns
- pattern growth
- probability distribution functions
- data structure
- data mining
- naive bayes classification
- interesting patterns
- sequential patterns
- frequent set mining
- sliding window
- databases
- uncertain information
- tree structure
- uncertain objects
- data mining techniques
- knowledge discovery
- uncertain data streams