Learning what matters - Sampling interesting patterns

no code implementations • 7 Feb 2017 • Vladimir Dzyuba, Matthijs van Leeuwen

We compare the performance of the proposed algorithm to the state-of-the-art in interactive pattern mining by emulating the interests of a user.

Learning-To-Rank

Flexible constrained sampling with guarantees for pattern mining

1 code implementation • 28 Oct 2016 • Vladimir Dzyuba, Matthijs van Leeuwen, Luc De Raedt

Several sampling algorithms have been proposed, but each of them has its limitations when it comes to 1) flexibility in terms of quality measures and constraints that can be used, and/or 2) guarantees with respect to sampling accuracy.