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:
Jul. 25, 2023

Filed:

Jun. 12, 2018
Applicant:

Bank of America Corporation, Charlotte, NC (US);

Inventors:

Ronnie J. Morris, Mesquite, TX (US);

Dana M. Pusey-Conlin, Wilmington, DE (US);

Lorraine C. Edkin, Jacksonville, FL (US);

Scott A. Sims, Tega Cay, SC (US);

Joel Filliben, Newark, DE (US);

Margaret A. Payne, Elkton, MD (US);

Craig Douglas Widmann, Chandler, AZ (US);

Eren Kursun, New York, NY (US);

Assignee:

Bank of America Corporation, Charlotte, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/04 (2023.01); G06F 16/26 (2019.01); G06F 16/28 (2019.01); G06F 16/22 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/2291 (2019.01); G06F 16/26 (2019.01); G06F 16/288 (2019.01); G06N 3/04 (2013.01);
Abstract

Machine learning models, semantic networks, adaptive systems, artificial neural networks, convolutional neural networks, and other forms of knowledge processing systems are disclosed. An ensemble machine learning system is coupled to a graph module storing a graph structure, wherein a collection of entities and the relationships between those entities forms nodes and connection arcs between the various nodes. A hotfile module and hotfile propagation engine coordinate with the graph module or may be subsumed within the graph module, and implement the various hot file functionality generated by the machine learning systems.


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