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Method and apparatus for privacy preserving data mining by restricting attribute choice

  • US 20070233711A1
  • Filed: 04/04/2006
  • Published: 10/04/2007
  • Est. Priority Date: 04/04/2006
  • Status: Active Grant
First Claim
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1. A method of generating at least one output data set from at least one input data set for use in association with a data mining process, comprising the steps of:

  • selecting at least one relevant attribute of the at least one input data set through determination of at least one relevance coefficient; and

    generating the at least one output data set from the at least one input data set wherein the at least one output data set comprises the at least one relevant attribute of the at least one input data set, as determined by use of the at least one relevance coefficient.

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