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Redundancy-Award Top-k Patterns

  • Why redundancy-aware top-k patterns?
  • Desired patterns: high significance & low redundancy
  • Propose the MMS (Maximal Marginal Significance) for measuring the combined significance of a pattern set
  • Xin et al., Extracting Redundancy-Aware Top-K Patterns, KDD’06

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