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Spatial-channel collaborative multi-scale graph interaction deep transfer learning for unsupervised rotating machinery fault diagnosis

Xin Wang, Hongkai Jiang, Yutong Dong, Mingzhe Mu

2026Engineering Applications of Artificial Intelligence30 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceGraphFuse (electrical)Feature learningTransfer of learningMachine learningFeature extractionUnsupervised learningConstraint (computer-aided design)Feature (linguistics)Pattern recognition (psychology)Data miningDomain knowledgeFault (geology)Feature vectorDomain (mathematical analysis)Deep learningFault detection and isolationKnowledge transferTask (project management)Channel (broadcasting)Redundancy (engineering)Machine Fault Diagnosis TechniquesAdvanced Graph Neural NetworksDomain Adaptation and Few-Shot Learning
Spatial-channel collaborative multi-scale graph interaction deep transfer learning for unsupervised rotating machinery fault diagnosis | Litcius