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:
Jul. 16, 2019

Filed:

Nov. 30, 2016
Applicant:

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

Inventors:

Tabari H. Alexander, Hyde Park, NY (US);

Yuk L. Chan, Rochester, NY (US);

Yuksel Gunal, New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/28 (2019.01); G06N 20/00 (2019.01); G06F 16/22 (2019.01); G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/22 (2019.01); G06F 16/2455 (2019.01); G06N 20/00 (2019.01);
Abstract

Embodiments include method, systems and computer program products for real-time data clustering using multiple representatives associated with the data cluster. In some embodiments, a data point may be received from a data source. A data cluster may be identified. A set of representatives associated with the data cluster may be obtained. The data point may be compared to the set of representatives associated with the data cluster. A determination may be made to add the data point to the data cluster. The data point may be associated with the data cluster. The set of representatives associated with the data cluster may be updated, where one of the set of representatives associated with the data cluster is replaced with the data point.


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