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 Author: | Xanthopoulos, Petros. |
|---|---|
| Other Authors: | Pardalos, P. M. 1954-, Trafalis, Theodore B., 1959-, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
New York :
Springer,
©2013.
New York : [2013] |
| Physical Description: |
1 online resource. |
| Series: |
SpringerBriefs in optimization.
|
| Subjects: |
Table of Contents:
- Least squares problems
- Principal component analysis
- Linear discriminant analysis
- Support vector machines
- Conclusion.