Classifying, Clustering, and Grouping Demand Series
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United States of America Patent
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Issued Date -
Oct 22, 2015
app pub date -
Dec 17, 2014
filing date -
Apr 17, 2014
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Abandoned
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Abstract
Systems and methods for linear regression using safe screening techniques. A computing system may receive a plurality of time series included in a forecast hierarchy. For each time series, the computing system may determine a classification for the individual time series, a pattern group for the individual time series, and a level of the forecast hierarchy at which the each individual time series comprises an aggregate demand volume greater than a threshold amount. The computing system may generate an additional forecast hierarchy using the first forecast hierarchy, the classification, the pattern group, and the level. The computing system may provide, to the user of the system, forecast information related to at least one time series based on the additional forecast hierarchy.
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