Invention Grant
- Patent Title: Methods and systems for generating an aggregated data stream
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Application No.: US16223717Application Date: 2018-12-18
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Publication No.: US11227295B2Publication Date: 2022-01-18
- Inventor: Benjamin Pickering , Gareth Owen
- Applicant: Kalibrate Technologies Limited
- Applicant Address: GB Manchester
- Assignee: Kalibrate Technologies Limited
- Current Assignee: Kalibrate Technologies Limited
- Current Assignee Address: GB Manchester
- Agency: Michael Best & Friedrich LLP
- Main IPC: G06Q30/02
- IPC: G06Q30/02 ; G06F17/18 ; G06N7/00

Abstract:
Methods and systems for data modelling. One method includes receiving a data stream including a first plurality of data points, aggregating the first plurality of data points to a second plurality of data points including values at a first frequency, and building, with at least one electronic processor, a first model based on the second plurality of data points, wherein the first model is configured to generate data values at the first frequency. The method also includes accessing a second model based on a third plurality of data points, wherein the second model is configured to generate data values at a second frequency shorter than the first frequency, generating a first data output using the first model, generating a second data output using the second model, multiplying the first data output by the second data output to generate a third data output, and outputting the third data output for display.
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