Progressive transductive learning pattern classification via single sphere

• 作 者: Xue Zhenxia Liu Sanyang Liu Wa
• 机 构: Dept.ofAppliedMathematics,Dept.ofMathematics,Dept.ofMathematics
• 出 处: 系统工程与电子技术：英文版
• 发表日期: 2009年3期
• 关键词: 模式分类 机器学习 转导 分类方法 分级使用 数据资料 标记 标签 pattern recognition semi-supervised learning
• 基金项目: This project was supported by the National Natural Science of China （60574075, 60705004）

<正>In many machine learning problems,a large amount of data is available but only a few of them can be labeled easily.This provides a research branch to effectively combine unlabeled and labeled data to infer the labels of unlabeled ones,that is,to