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. 23, 2025
Filed:
Jul. 31, 2023
Jiangnan University, Wuxi, CN;
JIANGNAN UNIVERSITY, Wuxi, CN;
Abstract
The present invention belongs to the field of intelligent computing, and particularly relates to an incomplete multi-view fuzzy system modeling method based on visible and hidden view collaborative learning. In the method, in first stage, missing view imputation and common hidden view learning are unified into one framework. In the framework, the learned common hidden view can improve the quality of the imputed multi-view data, and the imputed multi-view data also can be used as a guide for learning the common hidden view, which negotiates with each other and improve each other. In the second stage, the present invention constructs an incomplete multi-view TSK fuzzy system with visible and hidden view collaboration learning. In the system, the imputed multi-view data and the common hidden view data are fully explored. At the same time, collaborative learning enables the system to mine the consistency and complementary information between visible and hidden views.