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 7386523 B1

PDF
Full Text
Expired
Date of Patent:
Jun. 10, 2008

Filed:

Sep. 29, 2004
Applicant:

Qian Diao, Beijing, CN;

Inventor:

Qian Diao, Beijing, CN;

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
Abstract

A method, apparatus, and system are provided for k-means clustering using t-test computation. According to one embodiment, k-means clustering is performed on a dataset. In performing k-means clustering, the dataset having various points is partitioned into several clusters. The closeness of a given point to a given cluster is determined. Then, t-test computation is performed to determine statistical linear relationship between the point and the cluster. If the point is found to be close to the cluster and a statistical linear relationship is found between the point and the cluster, the current position of the point is maintained.


Find Patent Forward Citations

Diao, Qian. (2008). K-means clustering using t-test computation (U.S. Patent No. 7386523). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/7386523

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