A constraint programming approach for quantitative frequent pattern mining.
Mohammed El Amine LaghzaouiYahia LebbahPublished in: Int. J. Data Min. Model. Manag. (2023)
Keyphrases
- constraint programming
- frequent pattern mining
- frequent patterns
- pattern mining
- combinatorial problems
- huge number
- constraint satisfaction problems
- constraint propagation
- constraint satisfaction
- mining frequent patterns
- itemsets
- pattern growth
- frequent pattern mining algorithms
- symmetry breaking
- finite domain
- sequential patterns
- search strategies
- qualitative and quantitative
- global constraints
- arc consistency
- constraint based mining
- minimum support
- frequent itemset mining
- candidate generation
- temporal pattern mining
- itemset mining
- hard and soft constraints
- constraint solver
- search heuristics
- constraint solving
- mining algorithm
- interesting patterns
- frequent item sets
- mining frequent itemsets
- data sets
- real world
- information retrieval
- decision trees
- data analysis
- frequent itemsets
- association rule mining
- phase transition