Probabilistic networks and expert systems : exact computational methods for Bayesian networks; Robert G. Cowell; 2007
Begagnad
-71%
Probabilistic networks and expert systems : exact computational methods for Bayesian networks; Robert G. Cowell; 2007
Begagnad
-71%

Probabilistic networks and expert systems : exact computational methods for Bayesian networks

av Robert G. Cowell

  • Utgiven: 2007
  • ISBN: 9780387718231
  • Sidor: 324 st
  • Förlag: Springer
  • Format: Häftad
  • Språk: Engelska

Om boken

WINNER OF THE 2001 DEGROOT PRIZE! Probabilistic expert systems are graphical networks that support the modelling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors over a number of years, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms, emphasizing those cases in which exact answers are obtainable. It covers both the updating of probabilistic uncertainty in the light of new evidence, and statistical inference, about unknown probabilities or unknown model structure, in the light of new data. The careful attention to detail will make this work an important reference source for all those involved in the theory and applications of probabilistic expert systems. This book was awarded the first DeGroot Prize by the International Society for Bayesian Analysis for a book making an important, timely, thorough, and notably original contribution to the statistics literature.

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Mer om Probabilistic networks and expert systems : exact computational methods for Bayesian networks (2007)

2007 släpptes boken Probabilistic networks and expert systems : exact computational methods for Bayesian networks skriven av Robert G. Cowell. Den är skriven på engelska och består av 324 sidor. Förlaget bakom boken är Springer.

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Harvard

Cowell, R. G. (2007). Probabilistic networks and expert systems : exact computational methods for Bayesian networks. Springer.

Oxford

Cowell, Robert G., Probabilistic networks and expert systems : exact computational methods for Bayesian networks (Springer, 2007).

APA

Cowell, R. G. (2007). Probabilistic networks and expert systems : exact computational methods for Bayesian networks. Springer.

Vancouver

Cowell RG. Probabilistic networks and expert systems : exact computational methods for Bayesian networks. Springer; 2007.

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