Solving inverse frequent itemset mining with infrequency constraints via large-scale linear programs.
Antonella GuzzoLuigi MocciaDomenico SaccàEdoardo SerraPublished in: ACM Trans. Knowl. Discov. Data (2013)
Keyphrases
- linear program
- frequent itemset mining
- linear programming problems
- integer program
- mixed integer program
- linear programming
- simplex method
- semi infinite
- primal dual
- mixed integer
- frequent itemsets
- column generation
- itemsets
- linear inequalities
- association rule mining
- quadratic program
- pattern mining
- simplex algorithm
- data mining
- interior point methods
- graph mining
- optimal solution
- np hard
- itemset mining
- dual variables
- mining algorithm
- objective function
- sequential pattern mining
- stochastic programming
- dynamic programming
- mixed integer linear program
- association rules
- cutting plane
- frequent patterns
- frequent pattern mining
- extreme points
- real world
- integer programming
- pattern discovery
- data mining techniques
- quadratic programming
- constraint satisfaction
- sequential patterns
- machine learning