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to devise adaptive models that take into account the dynamically changing characteristics of environments and detect anomalies in ‘evolving’ data. Over the last two decades, many algorithms have been proposed
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a discipline relevant to the field of sustainable development or a doctorate in a closely related field that provides strong insight into the organisational, structural, or systemic contexts in which
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discovery. While deep generative models have shown promise in proposing novel molecular structures, they typically require massive, cleanly labelled datasets to train effectively. In practice, acquiring high
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by extraordinary ideas - and the people who discover them About Us Monash Business School is a dynamic and globally engaged faculty operating across three Australian campuses, Clayton, Caulfield and
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structure. MML constructs a two-part message consisting of an assertion (describing the model and its parameters) and a detail (encoding the data given the model). The total message length, measured in bits
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is like Ockham's razor, seeking a simple theory that fits the data well. It can also be thought of as file compression - where data has structure, it is more likely to compress, and the greater
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Ecological systems are dynamic and complex. Many ecosystems support human food production and in turn are impacted by human food production activity. This creates feedback loops between ecosystems