Open-set domain generalization for fault diagnosis through data augmentation and a dual-level weighted mechanism
Chuanxia Jian, Yonghe Peng, Guopeng Mo, Heen Chen
Topics & Concepts
Classifier (UML)Artificial intelligenceComputer scienceFault (geology)GeneralizationMachine learningOpen setClass (philosophy)Domain (mathematical analysis)Invariant (physics)Set (abstract data type)Feature (linguistics)Data miningAlgorithmPattern recognition (psychology)MathematicsSeismologyGeologyProgramming languagePhilosophyMathematical analysisDiscrete mathematicsMathematical physicsLinguisticsMachine Fault Diagnosis TechniquesNon-Destructive Testing TechniquesDomain Adaptation and Few-Shot Learning