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Reports (Research Report) Year : 2006

ZART: A Multifunctional Itemset Mining Algorithm

Abstract

In this paper, we present platform Coron, which is a domain independent, multi-purposed data mining platform, incorporating a rich collection of data mining algorithms. One of these algorithms is a multifunctional itemset mining algorithm called Zart, which is based on the Pascal algorithm, with some additional features. In particular, Zart is able to perform the following, usually independent, tasks: identify frequent closed itemsets and associate generators to their closures. This allows one to find minimal non-redundant association rules (as necessary and sufficient conditions). At present, Coron appears to be an original and working platform, integrating efficient algorithms for both itemset and association rule extraction, allowing a number of auxiliary operations for preparing and filtering data, and, for interpreting the extracted units of knowledge.
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Dates and versions

inria-00001271 , version 1 (03-05-2006)

Identifiers

  • HAL Id : inria-00001271 , version 1

Cite

Laszlo Szathmary, Amedeo Napoli, Sergei O. Kuznetsov. ZART: A Multifunctional Itemset Mining Algorithm. [Research Report] 2006, pp.19. ⟨inria-00001271⟩
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