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. 07, 2020

Filed:

Dec. 20, 2018
Applicant:

Hrl Laboratories, Llc, Malibu, CA (US);

Inventors:

Alex N. Waagen, Agoura Hills, CA (US);

Tsai-Ching Lu, Thousand Oaks, CA (US);

Jiejun Xu, Chino, CA (US);

Assignee:

HRL Laboratories, LLC, Malibu, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/28 (2019.01); G06F 17/27 (2006.01); G06N 3/04 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 17/2785 (2013.01); G06K 9/6223 (2013.01); G06N 3/04 (2013.01);
Abstract

Described is a system for extracting multi-scale hierarchical clustering on customer observables (COs) data in a vehicle. The system selects a parameter for a set of incident data of COs data. Simplicial complexes are generated from the COs data based on the selected parameter. Face networks are generated from the simplicial complexes. For each face network, a set of connected components is extracted. Each connected component is transformed to a cluster of related COs, resulting in a first extracted relation between COs. The first extracted relation is used to automatically generate an alert at a client device when a second extracted relation different from the first extracted relation results from the transformation.


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