Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

• Main Authors: Kjærulff, Uffe B. (Author), Madsen, Anders L. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Edition: Second Edition.
• Series: Information Science and Statistics, 22
• Subjects: Statistics.; Mathematical statistics.; Data mining.; Artificial intelligence.; Operations research.; Management science.; Probabilities.; Statistics and Computing/Statistics Programs.; Probability and Statistics in Computer Science.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).; Operations Research, Management Science.; Probability Theory and Stochastic Processes.

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new...