System and method for using graph transduction techniques to make relational classifications on a single connected network
US9355367B2 · kind B2 · utility
3Cited by
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Key dates
| Filing date | Mar 7, 2013 |
| Grant date | May 31, 2016 |
| Priority date | — |
| Expiry date | Nov 24, 2033 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system and method for extending partially labeled data graphs to unlabeled nodes in a single network classification by weighting the data with a weight matrix that uses a modified graph Laplacian based regularization framework and applying graph transduction methods to the weighted data. The technique may be applied to data graphs that are directed or undirected, that may or may not have attributes and that may be homogeneous or heterogeneous.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.