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:
Nov. 12, 2024

Filed:

Mar. 18, 2021
Applicant:

The Bank of New York Mellon, New York, NY (US);

Inventors:

Hongshan Guo, New York, NY (US);

Yu Yu, New York, NY (US);

Sahil Goel, New York, NY (US);

Lin Wang, New York, NY (US);

Assignee:

THE BANK OF NEW YORK MELLON, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 17/18 (2013.01);
Abstract

The methods and systems provide an ensemble approach that combines multiple single-model-solutions to produce optimal forward-looking forecasts. Moreover, the methods and systems provide an architecture for this ensemble approach that ensures that the limitations for individual ensemble model components are compensated by other ensemble model components as inputs and outputs from ensemble model components are fed from one ensemble model component to another in a specific order to generate a final output upon which a conservative prediction is based.


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