A Heat Decay Model-Based Hybrid Sampling Algorithm for Imbalanced Overlapping Datasets
Imbalanced datasets pose significant challenges to classification tasks, as traditional classifiers often favor majority classes. Although numerous methods have been proposed to balance data distributions, recent studies identify that imbalanced datasets frequently exhibit complex intrinsic characte...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11017636/ |
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