Deep semi-supervised transfer learning method on few source data with sensitivity-aware decision boundary adaptation for intelligent fault diagnosis
Zhiheng Su, Jiyang Zhang, Hongbing Xu, Jianxiao Zou, Shicai Fan
Topics & Concepts
Transfer of learningComputer scienceDecision boundaryArtificial intelligenceMachine learningDomain adaptationGeneralizationAdaptation (eye)Consistency (knowledge bases)Sensitivity (control systems)Data miningBoundary (topology)Labeled dataMulti-task learningTask (project management)MathematicsClassifier (UML)EconomicsPhysicsEngineeringManagementMathematical analysisOpticsElectronic engineeringDomain Adaptation and Few-Shot LearningAnomaly Detection Techniques and ApplicationsMachine Fault Diagnosis Techniques