AMSFormer: A transformer with adaptive multi-scale partitioning and multi-level spectral filtering for time-series forecasting
Honghao Liu, Yining Diao, Ke Sun, Zhaolin Wan, Zhiyang Li
Topics & Concepts
Computer scienceSeries (stratigraphy)Scale (ratio)Time seriesTransformerPattern recognition (psychology)AlgorithmArtificial intelligenceMachine learningEngineeringGeologyPaleontologyQuantum mechanicsElectrical engineeringPhysicsVoltageNeural Networks and ApplicationsEnergy Load and Power ForecastingTime Series Analysis and Forecasting