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formula is true or false (EXPTIME vs NP). Can we develop and implement efficient algorithms for this problem? This problem has been attacked using multiple different methods for the past 40 years, without
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Automated Program Repair (APR) is the grand challenge in software engineering research. Many APR methods have shown promising results in fixing bugs with minimal, or even no human intervention
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, conferences, or equivalent textbooks/teaching resources Ability to lead outstanding research and manage a research team and projects Demonstration of effective PhD or Honours student supervision Proven success
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standard office software This role sits within the Australian and New Zealand Intensive Care Research Centre (ANZIC-RC), part of Monash University’s School of Public Health and Preventive Medicine. Based
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in diverse, real-world environments. Both classical machine learning methods and deep learning techniques can be employed to tackle this task. This project aims to achieve several objectives: 1
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proven record of relevant teaching experience in a tertiary environment, including experience in developing teaching materials. A deep understanding of contemporary pedagogies and methods is essential
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systems on heavy engineering equipment used in the mining industry. Your focus will include: Undertaking installations and maintenance of proprietary hardware and software, sensors and cabling on mining
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centre tools such as cable testers, labelling systems, and DCIM (Data Centre Infrastructure Management) software is desirable. Excellent problem-solving abilities and effective communication skills, with
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The proposed PhD project aims to build a machine learning/deep learning-based decision support system that provides recommendations on precision medicine for paediatric brain cancer patients based
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This PhD project is part of a larger project that aims to explain the uncertainty of Machine Learning (ML) predictions. To this effect, we must quantify uncertainty, devise algorithms that explain