Huang, Kaizhu
Machine Learning
Table of contents
1. Introduction
2. Global Learning vs. Local Learning
3. A General Global Learning Model: MEMPM
4. Learning Locally and Globally: Maxi-Min Margin Machine
5. Extension I: BMPM for Imbalanced Learning
6. Extension II: A Regression Model from M
7. Extension III: Variational Margin Settings within Local Data in Support Vector Regression
8. Conclusion and Future Work
DRM-restrictions
Printing: not available
Clipboard copying: not available
Keywords: COMPUTERS / Computer Science COM014000
- Author(s)
- Huang, Kaizhu
- King, Irwin
- Lyu, Michael
- Yang, Haiqin
- Publisher
- Springer
- Publication year
- 2008
- Language
- en
- Edition
- 1
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9783540794523
