Systems and methods for providing real-time classification of continuous data streams
US7937269B2 · kind B2 · utility
10Cited by
11References
23Claims
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Key dates
| Filing date | Aug 22, 2005 |
| Grant date | May 3, 2011 |
| Priority date | — |
| Expiry date | Oct 9, 2028 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG10L17/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods are provided for real-time classification of streaming data. In particular, systems and methods for real-time classification of continuous data streams implement micro-clustering methods for offline and online processing of training data to build and dynamically update training models that are used for classification, as well as incrementally clustering the data over contiguous segments of a continuous data stream (in real-time) into a plurality of micro-clusters from which target profiles are constructed which define/model the behavior of the data in individual segments of the data stream.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.