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.:
Date of Patent:
Apr. 14, 2020
Filed:
Jan. 27, 2017
Applicant:
Applied Materials, Inc., Santa Clara, CA (US);
Inventor:
James R. Moyne, Canton, MI (US);
Assignee:
Applied Materials, Inc., Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G06Q 40/00 (2012.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G05B 23/0243 (2013.01); G06N 7/005 (2013.01); G06Q 40/00 (2013.01);
Abstract
Techniques are disclosed for methods and apparatuses for determining when to perform or trigger events. The technique comprises determining a first cost of false positives and a second cost of missed true positives. A Receive Operating Characteristic (ROC) of a prediction model is determined for the occurrence of one or more events. The operational area on the ROC is determined based on the first costs and second costs. A threshold is determined from the ROC and is applied to a detection or prediction function. An event is triggered based on the threshold.