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This PhD project is funded by a successful ARC Discovery Project grant: "Improving human reasoning with causal Bayesian networks: a user-centric, multimodal, interactive approach" and the successful applicant will work as part of a larger research team. Reasoning and decision making under...
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Anomaly detection is an important task in data mining. Traditionally most of the anomaly detection algorithms have been designed for ‘static’ datasets, in which all the observations are available at one time. In non-stationary environments on the other hand, the same algorithms cannot be applied...
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and Boulton, 1968; Wallace and Dowe, 1999a; Wallace, 2005) is a Bayesian information-theoretic principle in machine learning, statistics and data science. MML can be thought of in different ways - it
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for inference, yet differs from standard Bayesian approaches through its information-theoretic foundation. The MML87 approximation achieves computational tractability while remaining virtually identical to Strict
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'', Springer (Link to the preface [and p vi, also here]) Wallace, C.S. and D.L. Dowe (1999a). Minimum Message Length and Kolmogorov Complexity, Computer Journal (special issue on Kolmogorov complexity), Vol. 42
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of Computer Science in Data Science (Honours) Anban Raj Thank you will never suffice to express my gratitude to the Ng Family for believing in my potential and enabling me to access a world-class education. I will
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Domestic Student Recruitment and Engagement Manager Job No.: 690814 Location: Mulgrave Employment Type: Full-time Duration: Continuing appointment Remuneration: $120,138 - $132,610 pa HEW 8 plus 17% employer superannuation Amplify your impact at a world top 50 University Join our inclusive,...
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Synergy Manager - ICU-SYNERGY Program – Australian and New Zealand Intensive Care Research Centre (ANZIC-RC) Job No.: 688677 Location: 553 St Kilda Road, Melbourne Employment Type: 0.8FTE Duration
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Mobile and continuous health monitoring has seen major advancements in recent years. The capabilities of current mobile phones and their built-in sensors have inspired many mobile sensing applications for monitoring individuals' health, activities and social behaviour. Yet, there is a lack of...
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The Opportunity Do you thrive at the intersection of technology, data and people? We’re seeking a Business Systems and Data Officer to play a key role in supporting the implementation, transition and enhancement