Browsing University of Galway Theses by Author "Madden, Michael"
Now showing items 1-2 of 2
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Dynamic Bayesian modelling of biological networks
Ajmal, Hamda (NUI Galway, 2021-10-25)In this thesis we review, analyse and develop a series of different algorithms to model dynamic variables of a system from the given data or domain knowledge, in order to identify the regulatory relationship between these ... -
A Probabilistic Framework Based on Mathematical Models with Application to Medical Data Streams
Enright, Catherine (2012-08-01)This thesis presents a new probability-based framework which exploits existing domain knowledge in the form of mathematical models and uses real-time data streams to individualise model parameters. We apply this new ...