Evaluating Pattern Set Mining Strategies in a Constraint Programming Framework

  title={Evaluating Pattern Set Mining Strategies in a Constraint Programming Framework},
  author={Tias Guns and Siegfried Nijssen and Luc De Raedt},
The pattern mining community has shifted its attention from local pattern mining to pattern set mining. The task of pattern set mining is concerned with finding a set of patterns that satisfies a set of constraints and often also scores best w.r.t. an optimisation criteria. Furthermore, while in local pattern mining the constraints are imposed at the level of individual patterns, in pattern set mining they are also concerned with the overall set of patterns. A wide variety of different pattern… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 16 references

Mining sets of patterns

  • B. Bringmann, S. Nijssen, N. Tatti, J. Vreeken, A. Zimmermann
  • Tutorial at ECMLPKDD 2010
  • 2010
2 Excerpts

UCI machine learning repository

  • A. Frank, A. Asuncion
  • 2010
1 Excerpt

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