Litcius/Paper detail

CLformer: Locally grouped auto-correlation and convolutional transformer for long-term multivariate time series forecasting

Xingyu Wang, Hui Liu, Junzhao Du, Zhihan Yang, Xiyao Dong

2023Engineering Applications of Artificial Intelligence57 citationsDOI

Topics & Concepts

Computer scienceAutocorrelationTime seriesBenchmark (surveying)Series (stratigraphy)Multivariate statisticsTransformerArtificial intelligenceData miningMachine learningStatisticsMathematicsBiologyVoltagePhysicsGeodesyGeographyQuantum mechanicsPaleontologyTime Series Analysis and ForecastingStock Market Forecasting MethodsEnergy Load and Power Forecasting
CLformer: Locally grouped auto-correlation and convolutional transformer for long-term multivariate time series forecasting | Litcius