Replacing self-attentions with convolutional layers in multivariate long sequence time-series forecasting
Yong Wang, Jianjian Peng, Xiaohu Wang, Zhicheng Zhang, Junting Duan
Topics & Concepts
Computer scienceMultivariate statisticsTransformerComputationTime seriesSeries (stratigraphy)Artificial intelligenceData miningPattern recognition (psychology)AlgorithmMachine learningVoltagePhysicsBiologyQuantum mechanicsPaleontologyTime Series Analysis and ForecastingStock Market Forecasting MethodsData Stream Mining Techniques