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Idea of Pattern-Fusion Algorithm

  • Generate a complete set of frequent patterns up to a small size
  • Randomly pick a pattern β, and β has a high probability to be a core-descendant of some colossal pattern α
  • Identify all α’s descendants in this complete set, and merge all of them ― This would generate a much larger core-descendant of α
  • In the same fashion, we select K patterns. This set of larger core-descendants will be the candidate pool for the next iteration

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