Active Preference Learning for Ranking Patterns

@article{Dzyuba2013ActivePL,
  title={Active Preference Learning for Ranking Patterns},
  author={Vladimir Dzyuba and Matthijs van Leeuwen and Siegfried Nijssen and Luc De Raedt},
  journal={2013 IEEE 25th International Conference on Tools with Artificial Intelligence},
  year={2013},
  pages={532-539}
}
Pattern mining provides useful tools for exploratory data analysis. Numerous efficient algorithms exist that are able to discover various types of patterns in large datasets. However, the problem of identifying patterns that are genuinely interesting to a particular user remains challenging. Current approaches generally require considerable data mining expertise or effort and hence cannot be used by typical domain experts. We show that it is possible to resolve this issue by interactive… CONTINUE READING
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