An Improvised Frequent Pattern Tree Based Association Rule Mining Technique with Mining Frequent Item Sets Algorithm and a Modified Header Table.
Vandit AgarwalMandhani KushalPreetham KumarPublished in: CoRR (2015)
Keyphrases
- frequent item sets
- association rule mining
- apriori algorithm
- itemsets
- mining algorithm
- frequent patterns
- maximal frequent
- association rules
- fp tree
- association rules mining
- frequent itemsets
- frequent pattern mining
- frequent itemset mining
- fp growth
- market basket
- problems in data mining
- minimum support threshold
- association rule mining algorithm
- mining association rules
- data mining
- sliding window
- pattern mining
- minimum support
- association mining
- data mining tasks
- data mining algorithms
- transaction databases
- pattern growth
- incremental updating
- pruning strategy
- sequential patterns
- data structure
- data streams
- market basket analysis
- tree structure
- data mining techniques
- discovering frequent
- transactional databases
- mining frequent itemsets
- candidate generation
- uncertain data
- associative classification
- emerging patterns
- interestingness measures
- knowledge discovery
- itemset mining
- incremental mining
- mining frequent
- closed patterns
- preprocessing
- data analysis
- database
- pattern discovery