TY - BOOK AU - Bishop,Christopher M. TI - Pattern recognition and machine learning / T2 - Information science and statistics SN - 9780387310732 U1 - 006.4 PY - 2006/// CY - New York : PB - Springer , KW - Reconocimiento de modelos KW - Aprendizaje de máquina N1 - Incluye índice; Referencias bibliográficas; 1. Introduction.; 2. Probability distributions.; 3. Linear models for refression.; 4. Linear models for classification.; 5. Neural networks.; 6. Kernel methods.; 7. Sparse kernel machines.; 8. Graphical models.; 9. Mixture models and EM; 10. Approximate inference.; 11. Sampling methods; 12. Continuous latent variables.; 13. Sequential data.; 14. Combinign models. UR - http://www.bib.ufro.cl/applications/ppi/files/table-of-contents/a39346.pdf ER -