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Shi, Yong

Optimization Based Data Mining: Theory and Applications

Shi, Yong - Optimization Based Data Mining: Theory and Applications, ebook

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ISBN: 9780857295040
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Table of contents

1. Support Vector Machines for Classification Problems
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

2. LOO Bounds for Support Vector Machines
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

3. Support Vector Machines for Multi-class Classification Problems
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

4. Unsupervised and Semi-supervised Support Vector Machines
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

5. Robust Support Vector Machines
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

6. Feature Selection via l

p
-Norm Support Vector Machines
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

7. Multiple Criteria Linear Programming
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

8. MCLP Extensions
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

9. Multiple Criteria Quadratic Programming
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

10. Non-additive MCLP
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

11. MC2LP
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

12. Firm Financial Analysis
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

13. Personal Credit Management
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

14. Health Insurance Fraud Detection
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

15. Network Intrusion Detection
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

16. Internet Service Analysis
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

17. HIV-1 Informatics
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

18. Anti-gen and Anti-body Informatics
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

19. Geochemical Analyses
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

20. Intelligent Knowledge Management
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

Keywords: Computer Science, Data Mining and Knowledge Discovery, Input/Output and Data Communications

Author(s)
 
 
 
 
Publisher
Springer
Publication year
2011
Language
en
Edition
1
Series
Advanced Information and Knowledge Processing
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9780857295040

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