An adaptive fused domain-cycling variational generative adversarial network for machine fault diagnosis under data scarcity

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text

Computing, Computer Science, Machine Learning +16

SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory

Enislay Ramentol, Yailé Caballero Mota, Rafael Bello et al. · Knowledge and Information Systems · 2011 · 482 citations

Computing, Computer Science, Data Science +14

Multi-mode data augmentation and fault diagnosis of rotating machinery using modified ACGAN designed with new framework

Wei Li, Xiang Zhong, Haidong Shao et al. · Advanced Engineering Informatics · 2022 · 323 citations

Engineering, Data Science, Industrial Engineering +16

Classification of Imbalanced Data by Oversampling in Kernel Space of Support Vector Machines

Josey Mathew, Chee Khiang Pang, Ming Luo et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 306 citations

Computing, Computer Science, Industrial Engineering +17