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- 2008044605 contributor B11124825.
- 2008044605 created "2009.".
- 2008044605 date "2009".
- 2008044605 date "2009.".
- 2008044605 dateCopyrighted "2009.".
- 2008044605 description "Includes bibliographical references (p. 527-539) and index.".
- 2008044605 description "Introduction -- Propositional logic -- Probability calculus -- Bayesian networks -- Building Bayesian networks -- Inference by variable elimination -- Inference by factor elimination -- Inference by conditioning -- Models for graph decomposition -- Most likely instantiations -- The complexity of probabilistic inference -- Compiling Bayesian networks -- Inference with local structure -- Approximate inference by belief propagation -- Approximate inference by stochastic sampling -- Sensitivity analysis -- Learning : the maximum likelihood approach -- Learning : the Bayesian approach.".
- 2008044605 extent "xii, 548 p. :".
- 2008044605 identifier "0521884381 (hardback)".
- 2008044605 identifier "9780521884389 (hardback)".
- 2008044605 identifier 2008044605.html.
- 2008044605 issued "2009".
- 2008044605 issued "2009.".
- 2008044605 language "eng".
- 2008044605 publisher "Cambridge ; New York : Cambridge University Press,".
- 2008044605 subject "519.5/42 22".
- 2008044605 subject "Bayesian statistical decision theory Graphic methods.".
- 2008044605 subject "Inference.".
- 2008044605 subject "Modeling.".
- 2008044605 subject "Probabilities.".
- 2008044605 subject "QA279.5 .D37 2009".
- 2008044605 tableOfContents "Introduction -- Propositional logic -- Probability calculus -- Bayesian networks -- Building Bayesian networks -- Inference by variable elimination -- Inference by factor elimination -- Inference by conditioning -- Models for graph decomposition -- Most likely instantiations -- The complexity of probabilistic inference -- Compiling Bayesian networks -- Inference with local structure -- Approximate inference by belief propagation -- Approximate inference by stochastic sampling -- Sensitivity analysis -- Learning : the maximum likelihood approach -- Learning : the Bayesian approach.".
- 2008044605 title "Modeling and reasoning with Bayesian networks / Adnan Darwiche.".
- 2008044605 type "text".