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公开(公告)号:US20240362458A1
公开(公告)日:2024-10-31
申请号:US18309268
申请日:2023-04-28
发明人: Nam H. NGUYEN , Yuqi NIE , Chandrasekhara K. REDDY , Dhavalkumar C. PATEL , Anuradha BHAMIDIPATY , Jayant R. KALAGNANAM , Phanwadee SINTHONG
IPC分类号: G06N3/0455 , G06N3/0895
CPC分类号: G06N3/0455 , G06N3/0895
摘要: A method, system, and computer program product that is configured to: receive an input time series from an external device in a first system, divide the input time series to a set of univariate time subseries, transform the set of univariate time subseries into a univariate prediction result series using a transformer model, concatenate the univariate prediction result series to a multivariate predictive result, and output the multivariate predictive result for providing time series forecasting to a second system.