Distributed Uncertain Data Mining for Frequent Patterns Satisfying Anti-monotonic Constraints.
Carson Kai-Sang LeungRichard Kyle MacKinnonFan JiangPublished in: AINA Workshops (2014)
Keyphrases
- frequent patterns
- constraint based mining
- anti monotonic
- pattern mining
- anti monotone
- frequent pattern mining
- data mining
- association rules
- discovery of frequent patterns
- frequent pattern mining algorithms
- mining frequent patterns
- mining algorithm
- transaction databases
- frequent itemsets
- interesting patterns
- itemsets
- condensed representations
- graph patterns
- sequential patterns
- apriori algorithm
- data mining techniques
- pattern growth
- data mining algorithms
- sequential pattern mining
- frequent itemset mining
- tree structure
- mining frequent
- minimum support
- graph mining
- uncertain data
- frequent item sets
- pattern discovery
- previously unknown
- knowledge discovery
- association rule mining
- itemset mining
- association rules mining
- candidate generation
- high utility
- data structure
- mining association rules
- real world
- machine learning
- constraint programming
- constraint satisfaction
- fp tree
- huge number