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A novel oversampling method based on Wasserstein CGAN for imbalanced classification

Abstract Class imbalance is a crucial challenge in classification tasks, and in recent years, with the advancements in deep learning, research on oversampling techniques based on GANs has proliferated. These techniques have proven to be excellent in addressing the class imbalance issue by capturing...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Hongfang Zhou, Heng Pan, Kangyun Zheng, Zongling Wu, Qingyu Xiang
Hōputu: Artigo
Reo:Inglês
I whakaputaina: SpringerOpen 2025-02-01
Rangatū:Cybersecurity
Ngā marau:
Urunga tuihono:https://doi.org/10.1186/s42400-024-00290-0
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