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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https://hal.inria.fr/inria-00001271
Contributor : Laszlo Szathmary <>
Submitted on : Wednesday, May 3, 2006 - 9:19:44 PM
Last modification on : Thursday, January 11, 2018 - 6:19:54 AM
Long-term archiving on : Saturday, April 3, 2010 - 11:17:39 PM

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

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