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:
Nov. 22, 2011
Filed:
Apr. 09, 2008
Applicants:
Vladimir N. Vapnik, Plainsboro, NJ (US);
Michael R. Miller, Lumberton, NJ (US);
Margaret A. Miller, Legal Representative, Lumberton, NJ (US);
Inventors:
Vladimir N. Vapnik, Plainsboro, NJ (US);
Michael R. Miller, Lumberton, NJ (US);
Margaret A. Miller, legal representative, Lumberton, NJ (US);
Assignee:
NEC Laboratories America, Inc., Princeton, NJ (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 3/00 (2006.01);
U.S. Cl.
CPC ...
Abstract
A new machine learning technique is herein disclosed which generalizes the support vector machine framework. A separating hyperplane in a separating space is optimized in accordance with generalized constraints which dependent upon the clustering of the input vectors in the dataset.