Hybrid Transformer-CNN architecture for multivariate time series forecasting: Integrating attention mechanisms with convolutional feature extraction
Abdellah Elzaar, Amine Mansouri, Nabil Benaya, Toufik Bakir, A. El Allati
Topics & Concepts
Computer scienceTransformerMultivariate statisticsFeature extractionArchitectureArtificial intelligenceFeature (linguistics)Pattern recognition (psychology)Convolutional neural networkData miningMachine learningVoltageElectrical engineeringEngineeringPhilosophyVisual artsLinguisticsArtTime Series Analysis and ForecastingStock Market Forecasting MethodsNeural Networks and Applications