Research Catalog
Bayesian artificial intelligence
- Title
- Bayesian artificial intelligence / Kevin B. Korb, Ann E. Nicholson.
- Author
- Korb, Kevin B.
- Publication
- Boca Raton : Chapman & Hall/CRC, ©2004.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Use in library | QA279.5 .K67 2004 | Off-site |
Details
- Additional Authors
- Nicholson, Ann E.
- Description
- 364 pages : illustrations; 25 cm.
- Series Statement
- Series in computer science and data analysis
- Uniform Title
- Series in computer science and data analysis
- Subject
- Bayesian statistical decision theory > Data processing
- Machine learning
- Neural networks (Computer science)
- Neural Networks, Computer
- Bayes-Entscheidungstheorie
- Künstliche Intelligenz
- Inferência bayesiana e redes de crença
- Inteligência artificial
- Processamento de dados
- Aprendizado computacional
- Redes neurais
- Bibliography (note)
- Includes bibliographical references (p. 333-354) and index.
- Contents
- I: Probabilistic reasoning -- 1. Bayesian reasoning -- 2. Introducing Bayesian networks -- 3. Inference in Bayesian networks -- 4. Decision networks -- 5. Applications of Bayesian networks -- II: Learning causal models -- 6. Learning linear causal models -- 7. Learning probabilities -- 8. Learning discrete causal structure -- III: Knowledge engineering -- 9. Knowledge engineering with Bayesian networks -- 10. Evaluation -- 11. KEBN case studies.
- ISBN
- 1584883871
- 9781584883876
- LCCN
- 2003055428
- OCLC
- ocm52196068
- 52196068
- SCSB-1322492
- Owning Institutions
- Princeton University Library