Condensed representation of multidimensional association rules

6533b856fe1ef96bd12b2cc2

RESEARCH PRODUCT

Condensed representation of multidimensional association rules

subject

[INFO.INFO-DM] Computer Science [cs]/Discrete Mathematics [cs.DM][INFO] Computer Science [cs]

description

La fouille de règles d'association est un problème qui a donné lieu à une littérature foisonnante, notamment dans les données binaires bidimen-sionnelles classiques. En particulier, la relation entre les ensembles fermés et les règles d'association est bien connue. Tel n'est pas le cas dans les données multidimensionnelles. Dans ce papier, nous montrons que la connaissance des n-ensembles fermés d'un tenseur booléen multidimensionnel est suffisante pour inférer la confiance de toutes les règles d'association multidimensionnelles.

year	journal	country	edition	language
2019-01-01

https://hal.science/hal-02179032

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