Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance
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DOI: 10.1109/tim.2023.3271746
Abstract: In severe data imbalance scenarios, fault samples are generally scarce, challenging the health management of industrial machinery significantly. Generative adversarial network (GAN), a promising solution to solve the data imbalance problem, suffers from a negative… read more here.
Keywords: severe data; fault diagnosis; data imbalance; imbalance ... See more keywords