Unveiling dynamics changes: Singular spectrum analysis-based method for detecting concept drift in industrial data streams
Yuyan Zhang, Zhe Liu, Chunjie Yang, Xiaoke Huang, Siwei Lou, Hanwen Zhang, Duojin Yan
Topics & Concepts
Computer scienceConcept driftData stream miningSingular spectrum analysisNoise (video)Singular value decompositionData miningFourier transformAlgorithmBasis (linear algebra)Artificial intelligenceMathematicsGeometryImage (mathematics)Mathematical analysisTime Series Analysis and ForecastingData Stream Mining TechniquesAnomaly Detection Techniques and Applications