Pattern recognition and neural networks
B. D. Ripley.
Cambridge : Cambridge University Press, 1996.
xi, 403 págs. : ilustraciones ; 26 cm.
ISBN: 0521460867
Incluye referencias bibliográficas (p. [355]-390) e índices.
Reseña: MathSciNet, 98a:68161
Contenido
- 1. Introduction and examples
- 2. Statistical decision theory
- 3. Linear discriminant analysis
- 4. Flexible discriminants
- 5. Feed-forward neural networks
- 6. Non-parametric methods
- 7. Tree-structured classifiers
- 8. Belief networks
- 9. Unsupervised methods
- 10. Finding good pattern features
- Appendix: Statistical sidelines.