Systems and methods for detecting a novel data class
US9165051B2 · kind B2 · utility
16Cited by
3References
32Claims
0Family size
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Key dates
| Filing date | Aug 22, 2011 |
| Grant date | Oct 20, 2015 |
| Priority date | — |
| Expiry date | Dec 30, 2033 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/285
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods for data classification and novel data class detection are provided. In one illustrative embodiment, a system or method for detecting a novel class includes receiving a data stream comprising a plurality of data points, and identifying a set of filtered outliers, in the plurality of data points, that are outside of a decision boundary. A cohesion and a separation for the set of filtered outliers may be determined. A novel class may be detected using the cohesion and the separation of the set of filtered outliers, and the novel class may include the set of filtered outliers.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.