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Utilisation conjointe des règles d'association et de la classification de variables

Abstract : In this paper we deal with association rules mining applied to car manufacturing. We point out some limitations due to the great number and complexity of producted rules. Those limitations are related to the fact that we have a sparse data matrix with a very large number of variables. We propose to use variables clustering methods in order to build homogeneous groups of variables. Then, the association rules discovery inside each of these groups is more relevant.
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https://hal.archives-ouvertes.fr/hal-01125047
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Submitted on : Thursday, March 26, 2020 - 11:31:20 AM
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  • HAL Id : hal-01125047, version 1

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Marie Plasse, Ndeye Niang Keita, Gilbert Saporta. Utilisation conjointe des règles d'association et de la classification de variables. 37 èmes Journées de Statistique, May 2005, Pau, France. ⟨hal-01125047⟩

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