A generative adversarial networks based methodology for imbalanced multidimensional time-series augmentation of complex electromechanical systems
Rongxi Wang, Te Li, Zekai J. Gao, Xuegang Yan, Jin Wang, Zhen Wang, Jianmin Gao
Topics & Concepts
Computer scienceGeneralizationGenerative grammarAdversarial systemMachine learningArtificial intelligenceIdentification (biology)Time seriesData miningData-drivenSeries (stratigraphy)Generative adversarial networkSynthetic dataDeep learningMathematicsBotanyBiologyPaleontologyMathematical analysisAnomaly Detection Techniques and ApplicationsMachine Fault Diagnosis TechniquesCurrency Recognition and Detection