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 10664743 B1

PDF
Full Text
Expired
Date of Patent:
May. 26, 2020

Filed:

Oct. 28, 2015
Applicant:

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

Inventors:

Ibuki Hara, Tokyo, JP;

Junya Shimizu, Tokyo, JP;

Michihiro Yokoyama, Tokyo, JP;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 8/35 (2018.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0454 (2013.01); G06N 20/00 (2019.01); G06F 8/35 (2013.01);
Abstract

Methods, computer program products, and systems are presented. The methods include, for instance: modeling for a subject process by machine learning with adaptive inputs. In one embodiment, the modeling may include: generating a model by use of machine learning with training data from measurements of successive components of a process to be modeled in order to predict measurements of a succeeding component within a statistically meaningful prediction range; adjusting the generated model by use of machine learning with less-deviation inducing measurements from a preceding component in case the measurement of the succeeding component is out of the prediction range; and presenting the adjusted model as a prediction model for the process.


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