Interactive Discovery of Statistically Significant Itemsets.
Philippe Fournier-VigerXiang LiJie YaoJerry Chun-Wei LinPublished in: IEA/AIE (2018)
Keyphrases
- statistically significant
- itemsets
- frequent itemsets
- efficient discovery
- association rule mining
- itemset mining
- frequent itemset mining
- association rules
- pattern mining
- data structure
- statistical significance
- pruning the search space
- learning styles
- attitudes toward
- mining association rules
- control group
- mining algorithm
- data streams
- emerging patterns
- condensed representations
- frequent sets
- frequent item sets
- statistical tests
- pearson correlation
- transaction data
- pattern discovery
- frequent pattern mining
- minimum support
- knowledge discovery
- interesting itemsets
- apriori algorithm
- maximal frequent itemsets
- data mining algorithms
- data mining
- transaction databases
- pruning strategy
- interesting patterns
- frequent patterns
- user interaction
- data sets
- transactional databases
- closed patterns
- mining high utility itemsets
- algorithms for mining association rules