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Identify data sources for neural network

  • US 20060184472A1
  • Filed: 02/01/2006
  • Published: 08/17/2006
  • Est. Priority Date: 02/03/2005
  • Status: Active Grant
First Claim
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1. A system for identifying data sources for a neural network comprising:

  • a module for determining load curves for each of selected data sets;

    a module for determining a global difference measure and a global similarity measure for each load curve of each selected data sets;

    a module for determining a set of data sets with lowest value global difference measure;

    a module for determining a set of data sets with largest value global similarity measure;

    a module for determining a union of the sets of lowest value difference measure and the sets of largest value similarity measure;

    a module for determining for each set in the union one of a local similarity measure and a local difference measure; and

    a module for selecting a set of reduced data sets based on one of the local similarity measure and the local difference measure.

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