Mgformer: Multi-group transformer for multivariate time series classification

Jianfeng Wen, Nan Zhang, Xuzhe Lu, Zhongyi Hu, Hui Huang

2024Engineering Applications of Artificial Intelligence17 citationsDOI

Topics & Concepts

Computer scienceMultivariate statisticsSeries (stratigraphy)TransformerTime seriesGroup (periodic table)Artificial intelligenceData miningPattern recognition (psychology)Machine learningElectrical engineeringVoltageGeologyEngineeringOrganic chemistryPaleontologyChemistryTime Series Analysis and ForecastingComplex Systems and Time Series AnalysisMusic and Audio Processing