Constraint programming for itemset mining | Zendy

Luc De Raedt | Zendy; Tias Guns | Zendy; Siegfried Nijssen | Zendy

AI Assistant Blog Pricing

Home ZAIA Blog

Open Access

Constraint programming for itemset mining

Author(s) -

Luc De Raedt,

Tias Guns,

Siegfried Nijssen

Publication year - 2008

Publication title -

lirias (ku leuven)

Language(s) - English

Resource type - Conference proceedings

DOI - 10.1145/1401890.1401919

Subject(s) - constraint programming , constraint (computer aided design) , computer science , concurrent constraint logic programming , benchmark (surveying) , constraint logic programming , constraint satisfaction , range (aeronautics) , data mining , theoretical computer science , mathematical optimization , artificial intelligence , mathematics , engineering , stochastic programming , geography , geometry , geodesy , aerospace engineering , probabilistic logic

The relationship between constraint-based mining and constraint programming is explored by showing how the typicalconstraints used in pattern mining can be formulated foruse in constraint programming environments. The resultingframework is surprisingly flexible and allows us to combinea wide range of mining constraints in different ways. Weimplement this approach in off-the-shelf constraint programming systems and evaluate it empirically. The results showthat the approach is not only very expressive, but also workswell on complex benchmark problems.status: publishe

The content you want is available to Zendy users.

Already have an account? Click here to sign in.

Having issues? You can contact us here

Accelerating Research