Probabilistic Networks and Expert Systems

• Main Authors: Cowell, Robert G. (Author), Dawid, A. Philip (Author), Lauritzen, Steffen L. (Author), Spiegelhalter, David J. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 1999.
• Series: Information Science and Statistics,
• Subjects: Mathematics.; Artificial intelligence.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Artificial Intelligence (incl. Robotics).

Winner of the 2002 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...