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:
Nov. 03, 2026

Filed:

Jan. 12, 2022
Applicant:

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

Inventors:

Bishal Santra, West Bengal, IN;

Howard Mizes, Morrisville, NC (US);

Kush Motwani, Mumbi, IN;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 16/93 (2019.01); G06F 18/2135 (2023.01); G06F 18/214 (2023.01); G06N 3/044 (2023.01); G06N 3/047 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/93 (2019.01); G06F 18/2135 (2023.01); G06F 18/214 (2023.01); G06N 3/044 (2023.01); G06N 3/047 (2023.01);
Abstract

A neural network is used to model to model the joint distribution of attributes across multiple health surveys. These multiple health surveys include large scale survey datasets and small scale survey datasets. The neural network model is trained using a combined dataset of the large scale survey datasets and the small scale survey datasets. The large scale survey datasets and the small scale survey datasets may include missing value indicators. The joint distribution of attributes modeled by the neural network model are the used to impute substitute values for the missing values to thereby create an output large scale dataset that does not include missing values.


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Santra, Bishal. (2026). Population modeling system based on multiple data sources having missing entries (U.S. Patent No. 12783869). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783869

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