Systems and methods for providing real-time classification...

Details Systems and methods for providing real-time classification... Systems and methods for providing real-time classification...

2011-05-03

2011-05-03

Dorvil, Richemond (Department: 2626)

Data processing: speech signal processing, linguistics, language

Speech signal processing

Recognition

C704S231000, C704S243000, C704S246000, C704S249000, C704S250000, C704S267000

Reexamination Certificate

active

07937269

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.

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