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networks, Bayesian inference, computational neuroscience, mathematics.
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. This will be achieved through frequency domain and time domain state and parameter estimation techniques to infer model states and parameters in real time to simultaneously track the anaesthetic brain states
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demonstrated track record of working closely with the health system including the health entities across NSW Health, and a proven ability of successful engagement with key stakeholders including government
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on Artificial Intelligence and Statistics (AI+STATS 2001), pp253-260, Key West, Florida, U.S.A., Jan. 2001 P. J. Tan and D. L. Dowe (2003). MML Inference of Decision Graphs with Multi-Way Joins and Dynamic
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task development, etc. Demonstrable track record of excellence in the conduct and communication of research, evidenced by peer-reviewed journal articles published in high quality journals. Demonstrable
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life, the workplace and in research About you Evidence of course development, including curriculum development, assessment task development, etc. Demonstrable track record of excellence in the conduct
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life, the workplace and in research About you Evidence of course development, including curriculum development, assessment task development, etc. Demonstrable track record of excellence in the conduct
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back at least as far as 1954 (Dowe, 2008a, sec. 1, pp549-550). Discussion of how to do this using the Bayesian information-theoretic minimum message length (MML) approach (Wallace and Boulton, 1968
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Methods of balancing model complexity with goodness of fit include Akaike's information criterion (AIC), Schwarz's Bayesian information criterion (BIC), minimum description length (MDL) and minimum
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the Faculty of Science. We will apply Bayesian approaches such as the information-theoretic minimum message length (MML) principle and other approaches to develop a path towards statistically-optimal algorithms