Robust Data Mining
Data uncertainty is a concept closely related with most real life applications that involve data collection and interpretation. Examples can be found in data acquired with biomedical instruments or other experimental techniques. Integration of robust optimization in the existing data mining techniqu...
| Main Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer New York
2013, 2013
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| Edition: | 1st ed. 2013 |
| Series: | SpringerBriefs in Optimization
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 1. Introduction
- 2. Least Squares Problems
- 3. Principal Component Analysis
- 4. Linear Discriminant Analysis
- 5. Support Vector Machines
- 6. Conclusion