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PART 1: Bayesian Networks
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PART 1: Bayesian Networks
by Christophe Simon, Philippe Weber
Benefits of Bayesian Network Models
Cover
Title
Copyright
Foreword by J.-F. Aubry
Foreword by L. Portinale
Acknowledgments
Introduction
I.1. Problem statement
I.2. Book structure
PART 1: Bayesian Networks
1 Bayesian Networks: a Modeling Formalism for System Dependability
1.1. Probabilistic graphical models: BN
1.2. Reliability and joint probability distributions
1.3. Discussion and conclusion
2 Bayesian Network: Modeling Formalism of the Structure Function of Boolean Systems
2.1. Introduction
2.2. BN models in the Boolean case
2.3. Standard Boolean gates CPT
2.4. Non-deterministic CPT
2.5. Industrial applications
2.6. Conclusion
3 Bayesian Network: Modeling Formalism of the Structure Function of Multi-State Systems
3.1. Introduction
3.2. BN models in the multi-state case
3.3. Non-deterministic CPT
3.4. Industrial applications
3.5. Conclusion
PART 2: Dynamic Bayesian Networks
4 Dynamic Bayesian Networks: Integrating Environmental and Operating Constraints in Reliability Computation
4.1. Introduction
4.2. Component modeled by a DBN
4.3. Model of a dynamic multi-state system
4.4. Discussion on dependent processes
4.5. Conclusion
5 Dynamic Bayesian Networks: Integrating Reliability Computation in the Control System
5.1. Introduction
5.2. Integrating reliability information into the control
5.3. Control integrating reliability modeled by DBN
5.4. Application to a drinking water network
5.5. Conclusion
5.6. Acknowledgments
Conclusion
Bibliography
Index
End User License Agreement
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1 Bayesian Networks: a Modeling Formalism for System Dependability
PART 1
Bayesian Networks
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