Litcius/Paper detail

A global information-guided denoising diffusion probabilistic model for fault diagnosis with imbalanced data

Han Yang, Yan Song, Daichao Wang, Jinghao Xing, Yibin Li

2025Engineering Applications of Artificial Intelligence24 citationsDOI

Topics & Concepts

Computer scienceProbabilistic logicFault (geology)Noise reductionArtificial intelligenceData miningMachine learningDiffusionPattern recognition (psychology)GeologySeismologyThermodynamicsPhysicsMachine Fault Diagnosis TechniquesFault Detection and Control SystemsAnomaly Detection Techniques and Applications
A global information-guided denoising diffusion probabilistic model for fault diagnosis with imbalanced data | Litcius