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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...
| Cote: | Libro Electrónico |
|---|---|
| Auteurs principaux: | , , |
| Collectivité auteur: | |
| Format: | Électronique eBook |
| Langue: | Inglés |
| Publié: |
New York, NY :
Springer New York : Imprint: Springer,
2013.
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| Édition: | 1st ed. 2013. |
| Collection: | SpringerBriefs in Optimization,
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| Sujets: | |
| Accès en ligne: | Texto Completo |
Table des matières:
- 1. Introduction
- 2. Least Squares Problems
- 3. Principal Component Analysis
- 4. Linear Discriminant Analysis
- 5. Support Vector Machines
- 6. Conclusion.