The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 21, 2023

Filed:

Jun. 19, 2019
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Onur Can Sert, Dublin, IE;

Perikles Rammos, Dublin, IE;

Md Faisal Zaman, Dublin, IE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 16/28 (2019.01); G06F 3/14 (2006.01); G06F 3/01 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 3/011 (2013.01); G06F 3/14 (2013.01); G06F 16/285 (2019.01); G06N 20/00 (2019.01);
Abstract

A system may receive events derived from historical sensor data. The system may generate repeat event records based on the events. The system may cluster the repeat event records into repeat event clusters. The system may determine filter ranges for the repeat event clusters. The system may generate a binarization filter comprising instructions to generate a binary sequence indicative of at least one of the filter ranges. The system may execute the binarization filter to generate binary sequences corresponding to the repeat event records, respectively. The system may train a prediction model based on the binary sequences. The system may deploy the binarization filter and the prediction model to a real-time platform.


Find Patent Forward Citations

Loading…