Litcius/Paper detail

A multi-stage semi-supervised learning approach for intelligent fault diagnosis of rolling bearing using data augmentation and metric learning

Kun Yu, Tian Ran Lin, Hui Ma, Xiang Li, Xu Li

2020Mechanical Systems and Signal Processing297 citationsDOI

Topics & Concepts

Margin (machine learning)Pattern recognition (psychology)Artificial intelligenceComputer scienceEntropy (arrow of time)Fault (geology)Cluster analysisFeature (linguistics)Metric (unit)Data miningDivergence (linguistics)Cross entropyTest dataFeature vectorKullback–Leibler divergenceIdentification (biology)Machine learningEngineeringGeologyPhilosophyOperations managementSeismologyBotanyProgramming languageBiologyPhysicsQuantum mechanicsLinguisticsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics Analysis