Systems and methods for using multiple in-line heuristics to reduce false positives
US8280830B2 · kind B2 · utility
13Cited by
1References
20Claims
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Key dates
| Filing date | Aug 31, 2009 |
| Grant date | Oct 2, 2012 |
| Priority date | — |
| Expiry date | May 14, 2031 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An exemplary method for using multiple in-line heuristics to reduce false positives may include: 1) training a first heuristic using a set of training data, 2) deploying the first heuristic, 3) identifying false positives produced by the first heuristic during deployment, 4) modifying the training data to include the false positives produced by the first heuristic, 5) creating a second heuristic using the modified training data, 6) deploying both the first heuristic and the second heuristic, and then 7) applying both the first heuristic and the second heuristic, in sequence, to a set of field data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.