Memory-based Transformer with shorter window and longer horizon for multivariate time series forecasting
Yang Liu, Zheng Wang, Xinyang Yu, Xin Chen, Meijun Sun
Topics & Concepts
Computer scienceMultivariate statisticsTransformerTime seriesTime horizonData miningSeries (stratigraphy)Artificial intelligenceMachine learningMathematical optimizationVoltageMathematicsEngineeringBiologyPaleontologyElectrical engineeringTime Series Analysis and ForecastingStock Market Forecasting MethodsNeural Networks and Applications