Pattern recognition and machine learning
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| Hovedforfatter: | |
|---|---|
| Format: | Bog |
| Sprog: | engelsk |
| Udgivet: |
New York, USA
Springer Science and Business Media
2006
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| Serier: | Information Science and Statistics
|
| Fag: | |
| Online adgang: | Disponible Online |
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| 999 | |c 352083 |d 352081 | ||
| 020 | |a 978-0387-31073-2 | ||
| 040 | |c Pontificia Universidad Católica de Valparaíso | ||
| 082 | 0 | 4 | |a 006.32 BIS 2006 |2 21 |
| 100 | 0 | |a Bishop, Christopher M |e author |9 569161 | |
| 245 | 1 | 0 | |a Pattern recognition and machine learning |
| 260 | |a New York, USA |b Springer Science and Business Media |c 2006 | ||
| 300 | |a 738 páginas | ||
| 490 | 0 | |a Information Science and Statistics | |
| 505 | |a 1 Introduction 2 Probability Distributions 3 Linear Models for Regression 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 Combining Models Appendix A Data Sets Appendix B Probability Distributions Appendix C Properties of Matrices Appendix D Calculus of Variations Appendix E Lagrange Multipliers References Index | ||
| 583 | |a last modification |c 20130613 14:21:00 |k Rodrigo Vera | ||
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| 650 | 0 | |a Programación de computadores |9 259531 | |
| 650 | 0 | |a Aprendizaje por máquinas |9 490950 | |
| 852 | |a BIBCUR | ||
| 856 | |u http://bibliografiadigital.pucv.cl.pucv.idm.oclc.org/index.php/bibliotecapucv/catalog/book/196 |y Disponible Online | ||
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