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:
Jul. 21, 2009
Filed:
Aug. 27, 2004
Boriana L. Milenova, Somerville, MA (US);
Joseph S. Yarmus, Groton, MA (US);
Marcos M. Campos, Cambridge, MA (US);
Mark A. Mccracken, Belmont, MA (US);
Boriana L. Milenova, Somerville, MA (US);
Joseph S. Yarmus, Groton, MA (US);
Marcos M. Campos, Cambridge, MA (US);
Mark A. McCracken, Belmont, MA (US);
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
An implementation of SVM functionality integrated into a relational database management system (RDBMS) improves efficiency, time consumption, and data security, reduces the parameter tuning challenges presented to the inexperienced user, and reduces the computational costs of building SVM models. A database management system comprises data stored in the database management system and a processing unit comprising a client application programming interface operable to provide an interface to client software, a build unit operable to build a support vector machine model on at least a portion of the data stored in the database management system, and an apply unit operable to apply the support vector machine model using the data stored in the database management system. The database management system may be a relational database management system.