Bayesian networks and decision graphs /
Guardado en:
| Autor Principal: | |
|---|---|
| Otros Autores: | |
| Formato: | Libro |
| Idioma: | English |
| Publicado: |
New York :
Springer,
c2007.
|
| Edición: | 2nd ed. |
| Series: | Information science and statistics
|
| Materias: | |
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| LEADER | 01647cam a22003014a 4500 | ||
|---|---|---|---|
| 001 | EEA.libagro011065 | ||
| 005 | 20190212091053.0 | ||
| 008 | 061115s2007####nyua#####b####001#0#eng#c | ||
| 010 | |a 2006938666 | ||
| 020 | |a 0387682813 | ||
| 020 | |a 0387682821 (e-ISBN) | ||
| 040 | |a YDXCP |c YDX |d BTCTA |d BAKER |d TEF |d OHX |d MUQ |d YDXCP |d UMC |d DLC | ||
| 082 | 0 | 0 | |a 519.5 |2 21 |
| 100 | 1 | |a Jensen, Finn V. | |
| 245 | 1 | 0 | |a Bayesian networks and decision graphs / |c Finn V. Jensen, Thomas D. Nielsen. |
| 250 | |a 2nd ed. | ||
| 260 | |a New York : |b Springer, |c c2007. | ||
| 300 | |a xvi, 447 p. : |b il. ; |c 25 cm. | ||
| 490 | 1 | |a Information science and statistics | |
| 504 | |a Incluye referencias bibliográficas (p. [431]-439) e índice. | ||
| 505 | 0 | |a Preface -- 1. Prerequisites on Probability Theory -- Part I Probabilistic Graphical Models: 2. Causal and Bayesian Networks -- 3. Building Models -- 4. Belief Updating in Bayesian Networks -- 5. Analysis Tools for Bayesian Networks -- 6. Parameter estimation -- 7. Learning the Structure of Bayesian Networks -- 8. Bayesian Networks as Classifiers -- Part II Decision Graphs: 9. Graphical Languages for Specification of Decision Problems -- 10. Solution Methods for Decision Graphs -- 11. Methods for Analyzing Decision Problems -- List of Notation -- References -- Index. | |
| 650 | 0 | |a Teoría de bayes |x Procesamiento de datos |2 agrovoc | |
| 650 | 0 | |a Métodos estadísticos |2 agrovoc | |
| 650 | 0 | |a Aprendizaje electrónico |2 agrovoc | |
| 650 | 0 | |a Redes de neuronas |x Informática | |
| 650 | 0 | |a Toma de decisiones |2 agrovoc | |
| 700 | 1 | |a Nielsen, Thomas Dyhre. | |
| 859 | |a AR-BbBCA |b BIB. AGRONOMIA |h 519.5 |i J54a2 |p 2018/6985 | ||