Bayesian artificial intelligence. (©2011)

• Record Type: Book
• Further Information: Note: Kevin B. Korb, Ann E. Nicholson.
• Other Names: Korb, Kevin B; Nicholson, Ann E
• Contents: Cover; Title; Copyright; Contents; List of Figures; List of Tables; Preface; About the Authors; Part I: PROBABILISTIC REASONING; 1 Bayesian Reasoning; 2 Introducing Bayesian Networks; 3 Inference in Bayesian Networks; 4 Decision Networks; 5 Applications of Bayesian Networks; Part II: LEARNING CAUSAL MODELS; 6 Learning Probabilities; 7 Bayesian Network Classifiers; 8 Learning Linear Causal Models; 9 Learning Discrete Causal Structure; Part III: KNOWLEDGE ENGINEERING; 10 Knowledge Engineering with Bayesian Networks; 11 KEBN Case Studies; A Notation; B Software Packages; Bibliography.
• Edition: 2nd ed
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2011
• Copyright Date: 2011
• Extent: 1 online resource (481 pages)
• Subjects: 519.5/42; Bayesian statistical decision theory -- Data processing; Machine learning; Neural networks (Computer science); Bayes Theorem; Statistics at Topic; Artificial Intelligence; Neural Networks (Computer); MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Bayesian statistical decision theory -- Data processing; Machine learning; Neural networks (Computer science); Electronic books
• Languages: English
• ISBNs: 9781439815922; 1439815925
• Related ISBNs: 9781439815915; 1439815917
• Notes: Note: Includes bibliographical references (pages 417-452) and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.