Don't Be Afraid of Simpler Patterns

@inproceedings{Bringmann2006DontBA,
  title={Don't Be Afraid of Simpler Patterns},
  author={Bj{\"o}rn Bringmann and Albrecht Zimmermann and Luc De Raedt and Siegfried Nijssen},
  booktitle={PKDD},
  year={2006}
}
This paper investigates the trade-off between the expressiveness of the pattern language and the performance of the pattern miner in structured data mining. This trade-off is investigated in the context of correlated pattern mining, which is concerned with finding the k-best patterns according to a convex criterion, for the pattern languages of itemsets, multi-itemsets, sequences, trees and graphs. The criteria used in our investigation are the typical ones in data mining: computational cost… CONTINUE READING
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