Class imbalance learning with CostSensitiveACGAN

• Main Authors: Abdul Halim, Athirah Hazwani, Manshor, Noridayu, Husin, Nor Azura
• Format: Article
• Language: English
• Published: Little Lion Scientific 2023
• Online Access: http://psasir.upm.edu.my/id/eprint/107031/1/Class%20imbalance%20learning%20with%20CostSensitiveACGAN.pdf; http://psasir.upm.edu.my/id/eprint/107031/; https://www.jatit.org/volumes/Vol101No12/19Vol101No12.pdf
• Institution: Universiti Putra Malaysia

The class imbalance problem has been recognized in many real-world applications and negatively affects machine learning performance. Generative Adversarial Networks or GANs have been known to be the next best thing in image generation. However, most GANs do not consider classes and when they do, can...