Generation of frequent item sets in multidimensional data by means of templates for mining inter-dimensional association rules.
Mykola FisunInessa KulakovskaHlib HorbanPublished in: IDAACS (2015)
Keyphrases
- frequent item sets
- multidimensional data
- association rules
- itemsets
- mining algorithm
- maximal frequent
- apriori algorithm
- association rules mining
- association rule mining
- frequent itemsets
- association mining
- mining association rules
- data structure
- frequent patterns
- data mining algorithms
- multi dimensional
- sequential patterns
- range queries
- transaction databases
- knowledge discovery
- minimum support
- index structure
- sliding window
- pattern mining
- market basket data
- data mining
- data mining tasks
- data warehouse
- spatial data
- itemset mining
- frequent pattern mining
- condensed representations
- r tree
- data mining techniques
- fp tree
- frequent itemset mining
- frequent sets
- similarity search
- transaction data
- databases
- machine learning
- transactional databases
- mining frequent itemsets
- data cube
- data streams
- sequential pattern mining
- market basket analysis
- pattern discovery
- data mining applications