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:
Oct. 08, 2019

Filed:

Mar. 29, 2016
Applicant:

Conduent Business Services, Llc, Dallas, TX (US);

Inventors:

Abhishek Sengupta, Kolkata, IN;

Prathosh Aragulla Prasad, Karnataka, IN;

Satya Narayan Shukla, Hsinchu, TW;

Vaibhav Rajan, Karnataka, IN;

Katerina Sinclair, Tucson, AZ (US);

Stephen Fullerton, Jacksonville Beach, FL (US);

Assignee:

Conduent Business Services, LLC, Florham Park, NJ (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/18 (2006.01); G06N 5/04 (2006.01); G06F 17/50 (2006.01); G06N 20/00 (2019.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06F 17/5009 (2013.01); G06F 17/18 (2013.01); G06K 9/00536 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06F 2217/10 (2013.01);
Abstract

Systems and methods of modeling irregularly sampled time series signals with unknown temporal dynamics are disclosed wherein a temporal difference variable (TDV) is introduced to model irregular time differences between subsequent measurements. A hierarchical model is designed comprising two linear dynamical systems that model the effects of evolving TDV on temporal observations. All the parameters of the model, including the temporal dynamics, are statistically estimated using historical data.


Find Patent Forward Citations

Loading…