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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 11847546 B1

PDFFull Text
Date of Patent:
Dec. 19, 2023

Filed:

May. 17, 2018

Automatic data preprocessing

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Ngoc Minh Tran, Dublin, IE;

Mathieu Sinn, Dublin, IE;

Thanh Lam Hoang, Maynooth, IE;

Martin Wistuba, Dublin, IE;

Assignee:

INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);

Attorney:

Griffiths & Seaton PLLC

Primary Examiner:

Clifford Hilaire

Int. Cl.
CPC ...
G06N 3/006 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06F 18/40 (2023.01); G06F 18/2135 (2023.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06N 3/006 (2013.01); G06F 18/2135 (2023.01); G06F 18/41 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01);
Abstract

Embodiments for automatic data preprocessing for a machine learning operation by a processor. For each data instance in a set of data instances, a sequence of actions may be automatically learned in a reinforcement learning environment to be applied for preprocessing each data instance separately. Each of the data instances may be preprocessed for use by one or more machine learning models according to the learned sequence of actions.

Find Patent Forward Citations

Tran, Ngoc. (2023). Automatic data preprocessing (U.S. Patent No. 11847546). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11847546

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

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