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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.

Patent No.:

US 9561810 B1

PDFFull Text
Date of Patent:
Feb. 07, 2017

Filed:

Apr. 30, 2013

Large-scale multi-detector predictive modeling

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Arun Hampapur, Norwalk, CT (US);

Qing He, East Amherst, NY (US);

Hongfei Li, Briarcliff Manor, NY (US);

Zhiguo Li, Yorktown Heights, NY (US);

Dhaivat P. Parikh, Plano, TX (US);

Assignee:

INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);

Attorneys:

Cantor Colburn LLP

Keivan Razavi

Primary Examiner:

Dwin M Craig

Int. Cl.
CPC ...
G06G 7/48 (2006.01); B61K 9/08 (2006.01); G06Q 10/06 (2012.01); G06F 17/50 (2006.01); B61L 23/04 (2006.01); B61L 27/00 (2006.01);
U.S. Cl.
CPC ...
B61K 9/08 (2013.01); B61L 23/042 (2013.01); B61L 27/0055 (2013.01); B61L 27/0088 (2013.01); G06F 17/5009 (2013.01); G06Q 10/06 (2013.01); G06Q 10/0635 (2013.01);
Abstract

Predicting operational changes in a multi-detector environment includes generating, via a computer processing device, a factor matrix for each univariate time series data in a set of sparse time series data collected from data sources, identifying a subset of the time series data as a feature selection based on application of a loss function, and generating a predictive model from the subset of the time series data.

Find Patent Forward Citations

Hampapur, Arun. (2017). Large-scale multi-detector predictive modeling (U.S. Patent No. 9561810). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/9561810

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