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:
Apr. 23, 2019

Filed:

Jul. 23, 2015
Applicant:

The Boeing Company, Chicago, IL (US);

Inventors:

Brian Warn, Seattle, WA (US);

Jaime A. Flores, Auburn, WA (US);

Kyle M. Nakamoto, Bellevue, WA (US);

Danielle C. Young, Bear, DE (US);

Fredwilliam Esguerra, Aston, PA (US);

William G. Arnold, Jacksonville, FL (US);

Assignee:

The Boeing Company, Chicago, IL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G11C 15/00 (2006.01); G06F 12/0802 (2016.01);
U.S. Cl.
CPC ...
G06N 3/0445 (2013.01); G06F 12/0802 (2013.01); G06F 2207/4804 (2013.01); G11C 15/00 (2013.01);
Abstract

There is provided a computer implemented data driven classification and troubleshooting system and method. The system has an interface application enabled to receive data. The system has an associative memory software in communication with the interface application via an API. The associative memory software has an associative memory and a machine learning algorithm. The system has one or more individual areas, within the associative memory, requiring one or more troubleshooting actions to improve accuracy of the individual areas. The system has at least one troubleshooting tool enabled by the interface application. The at least one troubleshooting tool enables or performs the troubleshooting actions. The system has a quality rating metric (QRM) that measures a strength and an assurance that one or more predictions of the associative memory are correct. The one or more troubleshooting actions results in improving the accuracy and the performance of the associative memory.


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