Finding Top-k Fuzzy Frequent Itemsets from Databases.
Haifeng LiYue WangNing ZhangYuejin ZhangPublished in: DMBD (2017)
Keyphrases
- frequent itemsets
- databases
- itemsets
- transaction databases
- frequent itemset mining
- mining frequent itemsets
- association rule mining
- association rules
- mining algorithm
- data streams
- concise representation
- frequent itemsets mining
- itemset mining
- data structure
- fuzzy sets
- frequent patterns
- database
- closed frequent itemsets
- mining association rules
- relational databases
- database systems
- discovery of association rules
- condensed representations
- query processing
- transaction data
- constraint based mining
- closed itemsets
- transactional databases
- pruning strategy
- frequent pattern mining
- uncertain data
- apriori algorithm
- data model
- dense datasets
- knowledge discovery
- frequent item sets
- frequent itemset discovery
- frequent set mining
- multi dimensional
- interesting patterns
- frequent closed itemsets
- prefix tree
- data mining algorithms
- deduction rules
- data sources
- fuzzy rules
- fp tree