Resampling algorithm for imbalanced data based on their neighbor relationship

Resampling algorithm for imbalanced data based on their neighbor relationship

The classification of imbalanced data has become a crucial and significant research issue in many data-intensive applications. The minority samples in such applications usually contain important information. This information plays an important role in data analysis. At present, two methods (improved...

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Bibliographic Details
Main Authors: Rui-feng LI, Wen-hai LI, Yan-li SUN, Yang-yong WU
Format: Article
Language:zho
Published: Science Press 2021-06-01
Series:工程科学学报
Subjects:
imbalanced data
neighbor relationship
resample
local density
classification
Online Access:http://cje.ustb.edu.cn/article/doi/10.13374/j.issn2095-9389.2020.04.05.002

Internet

http://cje.ustb.edu.cn/article/doi/10.13374/j.issn2095-9389.2020.04.05.002

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