Browsing Theses by Subject "Bayesian networks"
Now showing items 1-3 of 3
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Automatic Driver Fatigue Monitoring Using Hidden Markov Models and Bayesian Networks
(University of Waterloo, 2013-12-12)The automotive industry is growing bigger each year. The central concern for any automotive company is driver and passenger safety. Many automotive companies have developed driver assistance systems, to help the driver and ... -
Exploiting Structure in Backtracking Algorithms for Propositional and Probabilistic Reasoning
(University of Waterloo, 2010-08-03)Boolean propositional satisfiability (SAT) and probabilistic reasoning represent two core problems in AI. Backtracking based algorithms have been applied in both problems. In this thesis, I investigate structure-based ... -
Probabilistic Failure Analysis of Complex Systems with Case Studies in Nuclear and Hydropower Industries
(University of Waterloo, 2019-06-06)Detailed Monte-Carlo simulation of a complex system is the benchmark method used in probabilistic analysis of engineering systems under multiple uncertain sources of failure modes; such simulations typically involve a large ...