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:
Jan. 30, 2024

Filed:

Apr. 14, 2020
Applicant:

Kinaxis Inc., Ottawa, CA;

Inventors:

Marcio Oliveira Almeida, Stittsville, CA;

Seyednaser Nourashrafeddin, Ottawa, CA;

Jean-François Dubeau, Ottawa, CA;

Ivy Blackmore, Ottawa, CA;

Zhen Lin, Kanata, CA;

Assignee:

Kinaxis Inc., Ottawa, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/06 (2023.01); G06Q 30/02 (2023.01); G06Q 30/06 (2023.01); G06F 16/906 (2019.01); G06N 20/00 (2019.01); G06F 18/25 (2023.01);
U.S. Cl.
CPC ...
G06F 16/906 (2019.01); G06F 18/251 (2023.01); G06N 20/00 (2019.01);
Abstract

Machine learning segmentation methods and systems that perform segmentation quickly, efficiently, cheaply, and optionally provides an interactive feature that allows a user to alter the segmentation until a desired result is obtained. The automated machine learning segmentation tool receives all potentially important attributes and provides segmentation of items. It also receives information about important features of the data and finds how best to differentiate between groups using cluster-based machine learning algorithms. In addition, visualization of the segmentation explains to a user how the segmentation was obtained.


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