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An unsupervised domain adaptation approach with enhanced transferability and discriminability for bearing fault diagnosis under few-shot samples

Wengang Ma, Yadong Zhang, Liang Ma, Ruiqi Liu, Shan Yan

2023Expert Systems with Applications81 citationsDOI

Topics & Concepts

Computer scienceDomain adaptationArtificial intelligenceDiscriminative modelPattern recognition (psychology)Fault (geology)Transfer of learningBottleneckFeature extractionTransferabilityMachine learningData miningClassifier (UML)GeologyLogitEmbedded systemSeismologyMachine Fault Diagnosis TechniquesMechanical stress and fatigue analysisStructural Integrity and Reliability Analysis
An unsupervised domain adaptation approach with enhanced transferability and discriminability for bearing fault diagnosis under few-shot samples | Litcius