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:
Jun. 07, 2022

Filed:

Aug. 09, 2019
Applicant:

Booz Allen Hamilton Inc., McLean, VA (US);

Inventors:

Andre Tai Nguyen, Seattle, WA (US);

Edward Raff, Columbia, MD (US);

Assignee:

BOOZ ALLEN HAMILTON INC., McLean, VA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/10 (2019.01); G06N 20/20 (2019.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 20/10 (2019.01); G06N 7/005 (2013.01); G06N 20/20 (2019.01);
Abstract

A computer-implemented method for generating an interpretable kernel embedding for heterogeneous data. The method can include identifying a set of base kernels in the heterogeneous data; and creating multiple sets of transformed kernels by applying a unique composition rule or a unique combination of multiple composition rules to the set of base kernels. The method can include fitting the multiple sets into a stochastic process model to generate fitting scores that respectively indicate a degree of the fitting for each of the multiple sets; storing the fitting scores in a matrix; and standardizing the matrix to generate the interpretable kernel embedding for the heterogeneous data.


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