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:
May. 02, 2017
Filed:
Jul. 31, 2014
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Jun Wang, White Plains, NY (US);
Jinfeng Yi, Ossining, NY (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/30 (2006.01); G06F 7/00 (2006.01); G06F 17/10 (2006.01); G06K 9/00 (2006.01); G06Q 50/00 (2012.01); G06K 9/62 (2006.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06F 17/30598 (2013.01); G06F 17/10 (2013.01); G06K 9/00 (2013.01); G06K 9/622 (2013.01); G06Q 30/0282 (2013.01); G06Q 50/00 (2013.01); G06Q 50/01 (2013.01);
Abstract
A system and method for dynamic, semi-supervised clustering comprises receiving data attributes, generating a set of ensemble partitions using the data attributes, forming a convex hull using the set of ensemble partitions, generating a simplex vector by performing ensemble clustering on the convex hull, receiving dynamic links, deriving an optimal simplex vector using the simplex vector and the dynamic links, computing a current optimal clustering result using the optimal simplex vector, and outputting the current optimal clustering result.