2008 ConstraintProgrammingforItemset

• (De Raedt et al., 2008) ⇒ Luc De Raedt, Tias Guns, and Siegfried Nijssen. (2008). “Constraint Programming for Itemset Mining.” In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2008). doi:10.1145/1401890.1401919

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• http://scholar.google.com/scholar?q=%22Constraint+programming+for+itemset+mining%22+2008
• http://portal.acm.org/citation.cfm?doid=1401890.1401919&preflayout=flat#citedby

Quotes

Abstract

The relationship between constraint-based mining and constraint programming is explored by showing how the typical constraints used in pattern mining can be formulated for use in constraint programming environments. The resulting framework is surprisingly flexible and allows us to combine a wide range of mining constraints in different ways. We implement this approach in off-the-shelf constraint programming systems and evaluate it empirically. The results show that the approach is not only very expressive, but also works well on complex benchmark problems.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2008 ConstraintProgrammingforItemset	Luc De Raedt Siegfried Nijssen Tias Guns			Constraint Programming for Itemset Mining				10.1145/1401890.1401919