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

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...

Full description

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

Internet

https://ieeexplore.ieee.org/document/10339319/

Similar Items