Multiview semi-supervised learning with consensus

• المؤلفون الرئيسيون: Li, Guangxia, Chang, Kuiyu, Hoi, Steven C. H.
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Data
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/99262; http://hdl.handle.net/10220/13512

Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications. Semi-supervised learning aims to improve the performance of a classifier trained with limited number of labeled data by utilizing the unlabeled ones. This paper demonstrates a way to...