An Approach for Mining Imbalanced Datasets Combining Specialized Oversampling and Undersampling Methods

The paper proposes an approach for mining imbalanced datasets combining specialized oversampling and undersampling methods. The oversampling part produces a set of non-dominated synthetic examples using two, possibly conflicting, criteria including classification potential and the distance from the...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Joanna Jedrzejowicz, Piotr Jedrzejowicz
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Dominance relation gene expression programming imbalanced datasets oversampling undersampling
Online Access:	https://ieeexplore.ieee.org/document/10339319/