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Instance selection algorithm based on a Ranking Procedure

Published in 2022 International Joint Conference on Neural Networks (IJCNN) • Jul 1, 2011
NobleIDNI0P60W59R49S04
Authors:
Cristiano de Santana Pereira
,
George D. C. Cavalcanti

Abstract

This paper presents an innovative instance selection method, called Instance Selection Algorithm based on a Ranking Procedure (ISAR), which is based on a ranking criterion. The ranking procedure aims to order the instances in the data set; better the instance higher the score associate to it. With t...

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