Nantilus
Statistical pattern recognition
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| Auteur principal : | |
|---|---|
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Statistical pattern recognition / Andrew R. Webb |
| Édition : | 2nd ed |
| Publié : |
West Sussex, England, Hoboken, NJ :
John Wiley & Sons, Ltd.
, cop. 2002 |
| Description matérielle : | 1 vol. (XVIII-496 p.) |
| Sujets : |
- 1. Introduction to statistical pattern recognition
- 2. Density estimation - parametric
- 3. Density estimation - nonparametric
- 4. Linear discriminant analysis
- 5. Nonlinear discriminant analysis - kernel methods
- 6. Nonlinear discriminant analysis - projection methods
- 7. Tree-based methods
- 8. Performance
- 9. Features selection and extraction
- 10. Clustering
- 11. Additional topics
- A. Measures of dissimilarity
- B. Parameter estimation
- C. Linear algebra
- D. Data
- E. Probability theory