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Cyril Nortet and Ansaf Salleb and Teddy Turmeaux and Christel Vrain
Le rôle de l'utilisateur dans un processus d'extraction de règles d'association
, Atelier Qualité des Données et des Connaissances. Associé à ECG 2005
, Cépaduès éditions
, jan
, 2005
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Abstract
We propose QUANTMINER, a genetic-based system for mining quantitative association
rules. Our algorithm starts with a set of rule templates chosen by the user and then looks
dynamically for the “best” intervals for the numeric attributes present in these templates. An
optimization criterion based on both support and confidence is used to keep only high quality
and interesting rules. In QUANTMINER, the user is highly solicited in order to guide themining
process thus avoiding the discovery of hundreds of rules, as it is usually the case in association
rule mining.
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