FROM ARTIFICIAL INTELLIGENCE TO DEPENDABILITY: MODELING AND ANALYSIS WITH BAYESIAN NETWORKS

Series on Quality, Reliability and Engineering Statistics Vol. 10: Modern Statistical and Mathematical Methods in Reliability

Volumn , Issue , 2005, Pages 365-381

  Portinale, Luigi ^a   Bobbio, Andrea ^a   Montani, Stefania ^a  

^a Universitci del Piemonte Orientale A Avogadro"   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 39749142129     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (13)

1. N. G. Leveson, Safeware: System Safety and Computers. Addison Wesley (1995).
2. F. V. Jensen, Bayesian Networks and Decision Graphs. Springer (2001).
3. A. Bobbio, L. Portinale, M. Minichino, and E. Ciancamerla, Improving the analysis of dependable systems by mapping fault trees into Bayesian networks, Reliability Engineering and System Safety 71, 249-260 (2001).
4. J. Solano-Soto and L. E. Sucar, A methodology for reliable system design, in Lecture Notes in Computer Science, Vol. 2070, 734-745. Springer (2001).
5. H. Langseth, Bayesian networks with application in reliability analysis, Technical Report PhD Thesis, Dept. of Mathematical Sciences, Norvegian University of Science and Technology (2002).
6. A. Bobbio, G. Franceschinis, R. Gaeta, L. Portinale, M. Minichino, and E. Ciancamerla, Sequential application of heterogeneous models for the safety analysis of a control system: a case study, Reliability Engineering and System Safety, 82(3), 269-280 (2003).
7. S. A. Doyle, J. Bechta Dugan, and A. Patterson-Hine, A combinatorial approach to modeling imperfect coverage, IEEE Transactions on Reliability 44, 87-94 (1995).
8. S. Amari, J. Dugan, and R. Misra, A separable method for incorporating imperfect fault-coverage into combinatorial models, ZEEE Transactions on Reliability 48, 267-274 (1999).
9. A. P. Wood, Multistate block diagrams and fault trees, IEEE Transactions on Reliability 34, 236-240 (1985).
10. B. D’Ambrosio, Local expression languages for probabilistic dependence, Znternational Journal of Approximate Reasoning 11, 1-158 (1994).
11. J. Bechta Dugan, K. J. Sullivan, and D. Coppit, Developing a low-cost highquality software tool for dynamic fault-tree analysis, IEEE Zhnsactions on Reliability 49(1), 49-59 (2000).
12. A. Bobbio, S. Montani, and L. Portinale, Parametric dependability analysis through Probabilistic Horn Abduction, in Proc. 19th Conference on Uncertainty in Artificial Intelligence, Acapulco (2003).
13. A. Bobbio, G. fianceschinis, R. Gaeta, and L. Portinale, Parametric Fault Tree for the dependability analysis of redundant systems and its high-level Petri net semantics, IEEE Transactions on Software Engineering 29(3), 270-287 (2003).