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Imbalanced Undersampling Based on Constructive Neural Network and Global Density Information

Undersampling is one of the mainstream data-level technologies to deal with imbalanced data.In recent years,researchers have proposed numerous undersampling methods,but most of them focus on how to select representative majority class samples to avoid the loss of informative data.However,how to main...

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Autor principal: YAN Yuanting, MA Yingao, REN Yanping, ZHANG Yanping
Formato: Artigo
Idioma:Chinês
Publicado em: Editorial office of Computer Science 2023-10-01
coleção:Jisuanji kexue
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Acesso em linha:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2023-50-10-48.pdf
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