Cheah, Patience Chew Yee; Yang, Yue; Lee, Boon Giin - In: International Journal of Financial Studies : open … 11 (2023) 3, pp. 1-17
Oversampling TEchnique (SMOTE), a Generative Adversarial Network (GAN), and their combinations to address the class imbalance issue … effectiveness of the hybrid SMOTE and GAN, including SMOTified-GAN, SMOTE+GAN, and GANified-SMOTE, compared with SMOTE and GAN. The … SMOTified-GAN and the proposed GANified-SMOTE were able to perform equally well across different amounts of generated fraud …
