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:
May. 23, 2017

Filed:

Feb. 12, 2016
Applicant:

Xerox Corporation, Norwalk, CT (US);

Inventors:

Helen Haekyung Shin, Fairport, NY (US);

William Peter Oatman, Honeoye Falls, NY (US);

Assignee:

Xerox Corporation, Norwalk, CT (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/12 (2006.01); H04N 1/00 (2006.01); G06N 7/00 (2006.01); G06N 99/00 (2010.01); G06K 15/00 (2006.01);
U.S. Cl.
CPC ...
H04N 1/00344 (2013.01); G06N 7/005 (2013.01); G06N 99/005 (2013.01); H04N 1/00015 (2013.01); H04N 1/00037 (2013.01); H04N 1/00061 (2013.01); H04N 1/00079 (2013.01); H04N 2201/0094 (2013.01);
Abstract

Methods, systems, and processor-readable media for remotely providing a device status alert. In an example embodiment, data indicative of the status of one or more devices can be subject to an HMM (Hidden Markov Model) and a dynamic programming algorithm to determine the latent state of the device (or devices). A status alert model can be trained based on such data and can be expanded with respect to a wide range of devices including utilizing semi-supervised learning. The alert status model can then be integrated into a device management application that provides a status alert regarding one or more of such devices based on the status alert model.


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