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- 491 pages
- English
- ePUB (mobile friendly)
- Only available on web
eBook - ePub
Bayesian Artificial Intelligence
Book details
Table of contents
Citations
About This Book
The second edition of this bestseller provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. This edition contains a new chapter on Bayesian network classifiers and a new section on object-oriented Bayesian networks, along with new applications and case studies. It includes a new section that addresses foundational problems with causal discovery and Markov blanket discovery and a new section that covers methods of evaluating causal discovery programs. The book also offers more coverage on the uses of causal interventions to understand and reason with causal Bayesian networks. Supplemental materials are available on the book's website.
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Yes, you can access Bayesian Artificial Intelligence by Kevin B. Korb,Ann E. Nicholson in PDF and/or ePUB format, as well as other popular books in Economía & Estadísticas para los negocios y la economía. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Half-Title Page
- Title Page
- Copyright Page
- Contents
- List of Figures
- List of Tables
- Preface
- About the Authors
- Part I PROBABILISTIC REASONING
- Part II LEARNING CAUSAL MODELS
- Part III KNOWLEDGE ENGINEERING