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SMDE: Unsupervised representation learning for time series based on signal mode decomposition and ensemble

H. Zhang, Shengning Chan, Si Qin, Zheng Dong, Guanghui Chen

2024Knowledge-Based Systems12 citationsDOI

Topics & Concepts

Series (stratigraphy)Computer scienceDecompositionRepresentation (politics)SIGNAL (programming language)Artificial intelligencePattern recognition (psychology)Mode (computer interface)Unsupervised learningMachine learningSpeech recognitionEcologyProgramming languageOperating systemPoliticsPaleontologyBiologyLawPolitical scienceTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsMachine Fault Diagnosis Techniques
SMDE: Unsupervised representation learning for time series based on signal mode decomposition and ensemble | Litcius