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:
Aug. 27, 2019

Filed:

Sep. 18, 2017
Applicant:

Callidus Software, Inc., Dublin, CA (US);

Inventors:

Nick Pendar, San Ramon, CA (US);

Terison Gregory, Dublin, CA (US);

Assignee:

Callidus Software, Inc., Dublin, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06N 5/02 (2006.01); G06F 11/34 (2006.01); G06F 11/30 (2006.01); G06N 5/00 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/004 (2013.01); G06F 11/3006 (2013.01); G06F 11/3409 (2013.01); G06N 5/003 (2013.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01);
Abstract

A method includes receiving a data set. The data set includes a plurality of data subsets wherein each data subset is associated with one transaction in a fully or partially masked network. The method further includes processing each data subset according to a plurality of rules to generate a plurality of activation values and an output for the each data subset. The plurality of activation values and the output for the each data subset form an activation pattern for the each data subset. The method also includes generating a predictive model based on the activation patterns. The method further includes identifying a subset of transactions as outliers based on the predictive model.


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