Litcius/Paper detail

CNformer: a convolutional transformer with decomposition for long-term multivariate time series forecasting

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

2023Applied Intelligence15 citationsDOI

Topics & Concepts

Computer scienceSeries (stratigraphy)Multivariate statisticsTime seriesConvolution (computer science)Term (time)Data miningAlgorithmArtificial intelligencePattern recognition (psychology)Machine learningPaleontologyArtificial neural networkQuantum mechanicsPhysicsBiologyTime Series Analysis and ForecastingStock Market Forecasting MethodsTraffic Prediction and Management Techniques