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:
Feb. 21, 2023
Filed:
May. 29, 2020
Jpmorgan Chase Bank, N.a., New York, NY (US);
Naftali Y. Cohen, New York, NY (US);
Keshav Ramani, Jersey City, NJ (US);
Tucker Richard Balch, Suwanee, GA (US);
Maria Manuela Veloso, Pittsburgh, PA (US);
Srijan Sood, New York, NY (US);
Zhen Zeng, Ypsilanti, MI (US);
JPMORGAN CHASE BANK, N.A., New York, NY (US);
Abstract
A method for using images that represent time-series data to forecast future images depicting future values as pixelated information is provided. The method includes: receiving a first set of time-series data; converting the received first set of time-series data into a first image; and using the first image to forecast a future image depicting future values as pixelated information that corresponds to a future time interval Training sets of time-series data are used to generate historical data that provides input to a machine learning algorithm, which provides, as an output, a composite image that depicts the future values as pixelated information that reflects associated uncertainties in the value predictions.