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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.:

US 11704682 B1

PDFFull Text
Date of Patent:
Jul. 18, 2023

Filed:

Jul. 05, 2017

Pre-processing financial market data prior to machine learning training

Applicant:

Chicago Mercantile Exchange Inc., Chicago, IL (US);

Inventors:

Ari L. Studnitzer, Northbrook, IL (US);

David John Geddes, Antrim, GB;

Inderdeep Singh, Palatine, IL (US);

Steven Hutt, Sutton, GB;

Bernard Pieter Hosman, Amsterdam, NL;

Assignee:

Chicago Mercantile Exchange Inc., Chicago, IL (US);

Attorney:

Lempia Summerfield Katz LLC

Primary Examiner:

Scott L Jarrett

Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06Q 40/04 (2012.01); G06N 3/08 (2023.01); G06N 3/044 (2023.01); G06Q 30/0201 (2023.01); G06F 16/28 (2019.01); G06Q 40/06 (2012.01);
U.S. Cl.
CPC ...
G06Q 30/0201 (2013.01); G06F 16/285 (2019.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06Q 40/04 (2013.01); G06Q 40/06 (2013.01);
Abstract

Systems and methods for pre-processing data to facilitate efficient and accurate machine learning are provided. The data may include market data. The pre-processing may include partitioning the data into windows assigning categories to windows generate a series of vectors. The series of vectors then being input into a computer system that executes a machine learning algorithm to efficiently train a neural network used to identify structure or patterns therein.

Find Patent Forward Citations

Studnitzer, Ari. (2023). Pre-processing financial market data prior to machine learning training (U.S. Patent No. 11704682). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11704682

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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