Complex system reliability modelling with Dynamic Object Oriented Bayesian Networks (DOOBN)

An Introduction to Bayesian Networks.

Thomas Richardson, Finn V. Jensen · Journal of the American Statistical Association · 1997 · 1.2K citations

Natural Sciences, Computer Science, Mathematics +12

Decision-Theoretic Planning: Structural Assumptions and Computational Leverage

Craig Boutilier, Taraneh Dean, Steve Hanks · Journal of Artificial Intelligence Research · 1999 · 1.1K citations · Full text

Business, Decision Sciences, Decision Analysis +11

Improving the analysis of dependable systems by mapping fault trees into Bayesian networks

Andrea Bobbio, Luigi Portinale, M. Minichino et al. · Reliability Engineering & System Safety · 2001 · 913 citations

Computing, Computer Science, Systems Engineering +16

Object-Oriented Bayesian Networks

Daphne Koller, Avi Pfeffer · arXiv (Cornell University) · 2013 · 497 citations · Full text

Computing, Computer Science, Knowledge Representation +16

System Reliability Theory: Models and Statistical Methods

Márk Vangel · Technometrics · 1996 · 470 citations

Engineering, Systems Engineering, Systems Analysis +13