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EMD-Spectral Prediction (ESP)

  • US 20160140584A1
  • Filed: 11/17/2014
  • Published: 05/19/2016
  • Est. Priority Date: 11/17/2014
  • Status: Abandoned Application
First Claim
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1. A computer-implemented method comprising:

  • obtaining a time series, comprising real-world data over a specified period of time;

    decomposing the time series into a superposition of a plurality of components;

    for each one of the plurality of components, selecting a corresponding prediction algorithm;

    generating a corresponding model for each of the plurality of components and the slowly varying oscillations;

    extrapolating each of the corresponding models for each of the plurality of components in order to obtain a component prediction;

    combining the component predictions of each of the plurality of components with the slowly varying oscillation component to generate a final prediction on the time series, representing predicted behavior of the online marketplace; and

    presenting the final prediction.

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