Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"discrete Bayesian networks"”.
-
Electromagnetic Risk Management for Dependability of Road Vehicles using Discrete Bayesian Networks
… of probabilistic graphical models called Bayesian network (BN) is proposed in this thesis for two main purposes. First, to graphically model the epistemic uncertainties considered for electromagnetic (EM) immunity risk assessment, second, to overcome the limitations of assessing EMI risks …
-
Depicting variable elimination with Bayesian networks
… representation of variable elimination in discrete Bayesian networks (BNs) utilizing the BN’s directed acyclic graph (DAG) component. This includes methods representing both multiplication and marginalization operations. This graphical representation is achieved by introducing what are …
-
On the finite sample complexity of causal discovery and the value of domain expertise
Causal discovery methods seek to identify causal relations between random variables from purely observational data, as opposed to actively collected experimental data where an experimenter intervenes on a subset of correlates. One of the seminal works in this area is the Inferred Causation (IC) …