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FORECASTING TIME-SERIES DATA IN A NETWORK ENVIRONMENT
FORECASTING TIME-SERIES DATA IN A NETWORK ENVIRONMENT
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机译:预测网络环境中的时间序列数据
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摘要
Systems, methods, and computer-readable medium for forecasting a time-series are provided. In one implementation, a method is configured to include a step of providing a time- series to a neural network including one or more branches for processing one or more portions of the time-series. In each of the one or more branches, the method includes separating the respective portion of the time-series into individual portions and applying each portion to a respective sub-branch of a plurality of sub-branches of the one or more branches. The method also includes generating forecasting coefficients for each output time point in each of the respective sub-branches and providing a forecast of the time-series based at least on the forecasting coefficients.
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