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. 26, 2021

Filed:

Mar. 28, 2017
Applicant:

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

Inventors:

Alfredo Alba, Morgan Hill, CA (US);

Kenneth L. Clarkson, Madison, NJ (US);

Clemens Drews, San Jose, CA (US);

Ronald Fagin, Los Gatos, CA (US);

Daniel F. Gruhl, San Jose, CA (US);

Neal R. Lewis, San Jose, CA (US);

Pablo N. Mendes, San Francisco, CA (US);

Meenakshi Nagarajan, San Jose, CA (US);

Cartic Ramakrishnan, San Jose, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/022 (2013.01);
Abstract

One embodiment provides generating a similarity matrix corresponding to an input collection including initializing, by a processor, a working set as a collection of a multiple items. Until the similarity matrix converges: receiving a seed for similarity for at least one pair of items of the multiple items, and obtaining a similarity value for all other item pairs using a Naive Triangle Inequality process. The similarity is generated with obtained similarity values.


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