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:
Mar. 02, 2021
Filed:
Oct. 05, 2017
Applicant:
The Johns Hopkins University, Baltimore, MD (US);
Inventor:
Cetin Savkli, Annapolis, MD (US);
Assignee:
The John Hopkins University, Baltimore, MD (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06F 17/15 (2006.01); G06F 16/35 (2019.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06F 16/355 (2019.01); G06F 17/15 (2013.01); G06K 9/6224 (2013.01); G06K 9/6284 (2013.01);
Abstract
A method executable via operation of configured processing circuitry may include constructing a mutual information graph for categorical data with respect to observed attributes of a plurality of entities described in terms of respective ones of the observed attributes by the categorical data, determining a clique tree correlating attributes having at least a threshold level of mutual dependence among the observed attributes, and determining a normality rating for an entity relative to the plurality of entities based on the clique tree.