Data Uncertainty and Important Measures

Nonfiction, Science & Nature, Mathematics
Cover of the book Data Uncertainty and Important Measures by Christophe Simon, Philippe Weber, Mohamed Sallak, Wiley
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Author: Christophe Simon, Philippe Weber, Mohamed Sallak ISBN: 9781119489344
Publisher: Wiley Publication: January 19, 2018
Imprint: Wiley-ISTE Language: English
Author: Christophe Simon, Philippe Weber, Mohamed Sallak
ISBN: 9781119489344
Publisher: Wiley
Publication: January 19, 2018
Imprint: Wiley-ISTE
Language: English

The first part of the book defines the concept of uncertainties and the mathematical frameworks that will be used for uncertainty modeling. The application to system reliability assessment illustrates the concept. In the second part, evidential networks as a new tool to model uncertainty in reliability and risk analysis is proposed and described. Then it is applied on SIS performance assessment and in risk analysis of a heat sink. In the third part, Bayesian and evidential networks are used to deal with important measures evaluation in the context of uncertainties.

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The first part of the book defines the concept of uncertainties and the mathematical frameworks that will be used for uncertainty modeling. The application to system reliability assessment illustrates the concept. In the second part, evidential networks as a new tool to model uncertainty in reliability and risk analysis is proposed and described. Then it is applied on SIS performance assessment and in risk analysis of a heat sink. In the third part, Bayesian and evidential networks are used to deal with important measures evaluation in the context of uncertainties.

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