FADA-SMOTE-Ms: Fuzzy Adaptative Smote-Based Methods

The Synthetic Minority Over-Sampling Technique (SMOTE) is one of the most well-known methods to solve the unequal class distribution problem in imbalanced datasets. However, it has three shortcomings: <xref ref-type="disp-formula" rid="deqn1">(1)</xref> it may cause t...

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Bibliographic Details
Main Authors: Roudani Mohammed, El Moutaouakil Karim
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10716646/
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