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CAWformer: A cross variable attention with discrete wavelet denoising for multivariate time series forecasting

Shiming Fan, Hua Wang, Fan Zhang

2025Knowledge-Based Systems11 citationsDOI

Topics & Concepts

Multivariate statisticsSeries (stratigraphy)WaveletVariable (mathematics)Time seriesComputer scienceNoise reductionArtificial intelligenceEconometricsPattern recognition (psychology)MathematicsStatisticsGeologyMathematical analysisPaleontologyTime Series Analysis and ForecastingStock Market Forecasting MethodsComplex Systems and Time Series Analysis
CAWformer: A cross variable attention with discrete wavelet denoising for multivariate time series forecasting | Litcius