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.
Patent No.:
Date of Patent:
Aug. 13, 2019
Filed:
Jun. 01, 2016
Applicant:
Accenture Global Solutions Limited, Dublin 4, IE;
Inventors:
Sanjay Sharma, New Delhi, IN;
Nilesh Kumar Gupta, New Delhi, IN;
Samik Adhikary, Gurgaon, IN;
Pinaki Asish Ghosh, Gurgaon, IN;
Assignee:
ACCENTURE GLOBAL SOLUTIONS LIMITED, Dublin, IE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G05B 13/02 (2006.01); G05B 13/04 (2006.01);
U.S. Cl.
CPC ...
G05B 13/028 (2013.01); G05B 13/048 (2013.01); G06N 5/04 (2013.01);
Abstract
An unsupervised machine learning model can make prediction on time series data. Variance of time-varying parameters for independent variables of the model may be restricted for continuous consecutive time intervals to minimize overfitting. The model may be used in a control system to control other devices or systems. If predictions for the control system are for a higher granularity time interval than the current mode, the time-varying parameters of the model are modified for the higher granularity time interval.