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Marie-Odile Cordier and Thomas Guyet and Christine Largouët and Véronique Masson and Henri-Maxime Suchier
Apprentissage incrémental de règles de décision à partir de données d'un simulateur
, Atelier INFORSID : Systèmes d'Information et de Décision pour l'Environnement
, Toulouse
, 2009
, Document
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Abstract
This article presents a work in progress on an incremental and interactive learning
method of decision rules from simulation data. Using this technique, we expect to improve the
results of an existing approach, developed in the SACADEAU project and which learns decision
rules from water and pollutants flows throughout a catchment area. We present the principles of
an incremental and interactive method and we propose preliminary strategies for the key stages.
The method is evaluated with these preliminary solutions and we give the prospects to explore
for future improvements.
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