当前位置: 首页 > 资源下载 > 计算机理论 > 查看资源

资源分类
Web开发
Java
.NET
编程语言
数据库
软件工程
图形动画
系统管理
网络通信安全
计算机理论
考试认证
人文百科
文档手册
硬件技术
办公软件

Machine Learning: Modeling Data Locally and Globally (PDF英文版)

Machine Learning: Modeling Data Locally and Globally (PDF英文版)

书名:Machine Learning: Modeling Data Locally and Globally (PDF英文版)

上传:鱼和流氓

时间:2009-01-26

文件大小:1.9 MB

资源出处:查看资源出处 >>

收藏到网摘: n/a



by Kai-Zhu Huang, Hai-Qin Yang, Irwin King, Michael Lyu
Hardcover: 300 pages
Publisher: Springer (September 10, 2008)
ISBN-10: 3540794514
ISBN-13: 978-3540794516

Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different algorithms. Specifically, the book distinguishes the inner nature of machine learning algorithms as either "local learning"or "global learning."This theory not only connects previous machine learning methods, or serves as roadmap in various models, but – more importantly – it also motivates a theory that can learn from data both locally and globally.

This would help the researchers gain a deeper insight and comprehensive understanding of the techniques in this field. The book reviews current topics,new theories and applications.

详细介绍在此:http://www.springer.com/book/978-3-540-79451-6
Tags:DatalearningMachineModelingpdf


相关书籍

  • Learning Web Design: A Beginner’s Guide to (X)HTML, StyleSheets, and Web Graphic
  • Learning Flex 3: Getting up to Speed with Rich Internet Applications
  • Beginning Oracle Database 11g Administration: From Novice to Professional Admini
  • Learning Flex 3: Getting up to Speed with Rich Internet Applications
  • Protect Your Windows Network From Perimeter to Data

评论 (0) All

登陆 | 还没注册?