Tight upper bounds on the number of candidate patterns

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N ov 2 00 2 A tight upper bound on the number of candidate patterns ∗

In the context of mining for frequent patterns using the standard levelwise algorithm, the following question arises: given the current level and the current set of frequent patterns, what is the maximal number of candidate patterns that can be generated on the next level? We answer this question by providing a tight upper bound, derived from a combinatorial result from the sixties by Kruskal a...

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ژورنال

عنوان ژورنال: ACM Transactions on Database Systems

سال: 2005

ISSN: 0362-5915,1557-4644

DOI: 10.1145/1071610.1071611