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:
Sep. 09, 2014
Filed:
May. 31, 2012
Satoshi Morinaga, Tokyo, JP;
Ryohei Fujimaki, Tokyo, JP;
Yoshinobu Kawahara, Suita, JP;
NEC Corporation, Tokyo, JP;
Abstract
To provide a discriminant model learning device capable of efficiently learning a discriminant model on which domain knowledge indicating user's knowledge or analysis intention for a model is reflected while keeping fitting to data. A query candidate storage meansstores candidates of a query as a model to be given with domain knowledge indicating a user's intention. A regularization function generation meansgenerates a regularization function indicating compatibility with domain knowledge based on the domain knowledge to be given to the query candidates. A model learning meanslearns a discriminant model by optimizing a function defined by a loss function and the regularization function predefined per discriminant model.