TCDformer: A transformer framework for non-stationary time series forecasting based on trend and change-point detection
Jiashan Wan, Na Xia, Yutao Yin, Xulei Pan, Jin Hu, Yi Jun
Topics & Concepts
InterpretabilityComputer sciencePredictabilityTime seriesMachine learningSeries (stratigraphy)Multilayer perceptronArtificial intelligenceTransformerData miningArtificial neural networkMathematicsStatisticsQuantum mechanicsPaleontologyPhysicsBiologyVoltageTime Series Analysis and ForecastingStock Market Forecasting MethodsData Stream Mining Techniques