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:
Oct. 20, 2026
Filed:
Feb. 22, 2023
Applicant:
Netscout Systems, Inc., Westford, MA (US);
Inventor:
Quenie Sun, Dallas, TX (US);
Assignee:
NetScout Systems, Inc., Westford, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01);
Abstract
A method for machine learning model selection for time series data is disclosed. Sets of time series data is obtained. The time series data is clustered using a clustering algorithm. A similarity value of the clusters is evaluated and a quantity of clusters is selected. Machine learning models are evaluated using a center of each cluster of time series data. A machine learning model is selected for each cluster. Selection may be updated.
Sun, Quenie. (2026). Systems and methods for machine learning model selection for time series data (U.S. Patent No. 12770024). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770024
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