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ZART: A Multifunctional Itemset Mining Algorithm

Laszlo Szathmary 1 Amedeo Napoli 1 Sergei O. Kuznetsov 2 
1 ORPAILLEUR - Knowledge representation, reasonning
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
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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Contributor : Laszlo Szathmary Connect in order to contact the contributor
Submitted on : Wednesday, May 3, 2006 - 9:19:44 PM
Last modification on : Wednesday, October 26, 2022 - 8:16:12 AM
Long-term archiving on: : Saturday, April 3, 2010 - 11:17:39 PM


  • HAL Id : inria-00001271, version 1



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



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