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CONTEXT-AWARE PARAMETER ESTIMATION FOR FORECAST MODELS

  • US 20130024170A1
  • Filed: 07/20/2012
  • Published: 01/24/2013
  • Est. Priority Date: 07/21/2011
  • Status: Active Grant
First Claim
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1. A computer-implemented method for providing at least one parameter for use with a forecast model, the method being executed using one or more processors and comprising:

  • receiving a first context vector, the first context vector comprising a plurality of context attributes that describe a first context;

    retrieving a first parameter vector from a repository based on the first context vector, the repository electronically storing a plurality of parameter vector, each parameter vector being associated with a respective context and comprising one or more parameters;

    parameterizing the forecast model based on parameters provided in the first parameter vector to provide a parameterized forecast model;

    optimizing the parameterized forecast model to provide an optimized forecast model; and

    forecasting one or more values using the optimized forecast model.

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