Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
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...
Main Authors: | , |
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Corporate Author: | |
Format: | Electronic |
Language: | English |
Published: |
New York, NY :
Springer New York : Imprint: Springer,
2013.
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Edition: | Second Edition. |
Series: | Information Science and Statistics,
22 |
Subjects: | |
Online Access: | https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4614-5104-4 |
Table of Contents:
- Introduction
- Networks
- Probabilities
- Probabilistic Networks
- Solving Probabilistic Networks
- Eliciting the Model
- Modeling Techniques
- Data-Driven Modeling
- Conflict Analysis
- Sensitivity Analysis
- Value of Information Analysis
- Quick Reference to Model Construction
- List of Examples
- List of Figures
- List of Tables
- List of Symbols
- References
- Index.