The Item-Set Tree: A Data Structure for Data Mining.
Aladdin HafezJitender S. DeogunVijay V. RaghavanPublished in: DaWaK (1999)
Keyphrases
- itemsets
- data structure
- data mining
- tree structure
- itemset mining
- association rule mining
- data mining algorithms
- association rules
- frequent itemset mining
- pattern mining
- mining association rules
- frequent itemsets
- index structure
- frequent item sets
- fp tree
- frequent patterns
- transaction databases
- linked list
- r tree
- mining algorithm
- transaction data
- pruning strategy
- association rules mining
- maximal frequent
- frequent pattern mining
- tree structures
- data mining techniques
- suffix tree
- discovered patterns
- knowledge discovery
- frequent sets
- apriori algorithm
- data mining applications
- pattern discovery
- mining frequent itemsets
- compact data structure
- transactional databases
- minimum support
- condensed representations
- machine learning
- data streams
- data mining tasks
- data mining methods
- cluster analysis
- nearest neighbor
- maximal frequent itemsets
- previously unknown
- interesting patterns
- connected components
- web mining
- outlier detection
- mining frequent patterns
- preprocessing
- market basket data
- sequential pattern mining algorithm
- social networks