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Keep it simple: random oversampling for imbalanced data:

, In: 2023 Advances in Science and Engineering Technology International Conferences (ASET),
Kamalov, Firuz ; Leung, Ho-Hon ; Cherukuri, Aswani Kumar - p. 1-4 , 2023
Link: https://doi.org/10.1109/ASET56582.2023.10180891