Application of improved time series Apriori algorithm by frequent itemsets in association rule data mining based on temporal constraint.
Chunxia WangXiaoyue ZhengPublished in: Evol. Intell. (2020)
Keyphrases
- association rules
- apriori algorithm
- frequent itemsets
- association rule mining
- data mining
- itemsets
- frequent itemset mining
- mining association rules
- association rules mining
- frequent itemsets mining
- finding frequent itemsets
- discovering association rules
- data mining techniques
- algorithm for mining association rules
- discovery of association rules
- market basket analysis
- itemset mining
- mining algorithm
- mining frequent itemsets
- association mining
- temporal constraints
- fp growth algorithm
- transactional databases
- minimum support
- knowledge discovery
- frequent item sets
- frequent itemset discovery
- frequent patterns
- data structure
- transaction databases
- pattern mining
- interesting association rules
- data mining algorithms
- closed itemsets
- frequent sets
- pruning strategy
- data streams
- candidate itemsets
- condensed representations
- fp growth
- association rule mining algorithm
- frequent pattern mining
- machine learning
- concise representation
- fp tree
- data mining tasks
- pattern growth
- temporal reasoning
- databases
- formal concept analysis
- interesting patterns
- huge number