Semi-supervised Gaussian process classification algorithm addressing the class imbalance

The traditional supervised learning is difficult to deal with real-world datasets with less labeled information when the training sets class is imbalanced.Therefore,a new semi-supervised Gaussian process classification of address-ing was proposed.The semi-supervised Gaussian process was realized by...

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Bibliographic Details
Main Authors: Zhan-guo XIA, Shi-xiong XIA, Shi-yu CAI, Ling WAN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2013-05-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.05.005/