The dog that didn't bark: a Bayesian account of reasoning from censored data. This project aims to develop and test a new computational theory of inductive reasoning. Inductive reasoning involves extending knowledge from known to novel instances, and is a central component of intelligent behaviour. This project will address the cognitive mechanisms that allow people to draw inferences based on both observed and censored evidence. The project intends to test the model through an extensive program ....The dog that didn't bark: a Bayesian account of reasoning from censored data. This project aims to develop and test a new computational theory of inductive reasoning. Inductive reasoning involves extending knowledge from known to novel instances, and is a central component of intelligent behaviour. This project will address the cognitive mechanisms that allow people to draw inferences based on both observed and censored evidence. The project intends to test the model through an extensive program of experimental investigation and computational modelling. The anticipated benefits include an enhanced understanding of human inference, especially in domains such as the evaluation of forensic or financial evidence, where data censoring is common.Read moreRead less
Indigenous persistence in formal learning. This project will improve knowledge of the learning experiences of Indigenous students transiting from TAFE to university studies. The results will have significant implications for the ways Indigenous students can be supported in their studies in order to achieve better quality learning experiences as well as learning outcomes.
Global childhoods: Life-worlds and educational success in Australia and Asia. This project aims to investigate how everyday life-worlds of year four students (nine-ten years of age) in Australia, Hong Kong and Singapore shape children’s orientations to educational success. Situated in the global cities of Melbourne, Sydney, Hong Kong and Singapore, the study explores connections between policy contexts, school experiences and everyday activities of children growing up in the Asian Century. Findi ....Global childhoods: Life-worlds and educational success in Australia and Asia. This project aims to investigate how everyday life-worlds of year four students (nine-ten years of age) in Australia, Hong Kong and Singapore shape children’s orientations to educational success. Situated in the global cities of Melbourne, Sydney, Hong Kong and Singapore, the study explores connections between policy contexts, school experiences and everyday activities of children growing up in the Asian Century. Findings will advance knowledge of factors that contribute to children’s understandings of how their experiences in and out of school prepare them for futures in a global world. This will enable policy-makers, educators and parents to provide improved learning opportunities in children’s lives.Read moreRead less
Realising the Potential of Australia’s High Capacity Students. This project aims to investigate factors that contribute to high capacity students failing to improve in literacy, numeracy and problem solving compared with their lower capacity peers. The project aims to focus on protective factors that might mitigate against this negative association between capacity and achievement. The study and method extends previous research the influence of evidence-based decisions by collaborative teacher t ....Realising the Potential of Australia’s High Capacity Students. This project aims to investigate factors that contribute to high capacity students failing to improve in literacy, numeracy and problem solving compared with their lower capacity peers. The project aims to focus on protective factors that might mitigate against this negative association between capacity and achievement. The study and method extends previous research the influence of evidence-based decisions by collaborative teacher teams on student achievement. In partnership with the Victorian Department of Education and Early Childhood Development, this project seeks to identify ways that will enable systems of education to realise the learning potential of all students.Read moreRead less
Building executive function in imaginary play. This project aims to develop a sustainable, play-based program to increase the executive functions of children in the year prior to school. Executive functions (EF) are cognitive processes that control an individual’s behaviour and cognition and include processes such as working memory, inhibitory control and attention. There is evidence that EF skills are critical to a successful transition to formal learning environments and future academic achiev ....Building executive function in imaginary play. This project aims to develop a sustainable, play-based program to increase the executive functions of children in the year prior to school. Executive functions (EF) are cognitive processes that control an individual’s behaviour and cognition and include processes such as working memory, inhibitory control and attention. There is evidence that EF skills are critical to a successful transition to formal learning environments and future academic achievement, and that they are amenable to early intervention. Improving children’s EF skills in the year prior to school could produce lasting benefits across the school years, particularly for more vulnerable children. This project intends to inform professional development programs in early childhood education.Read moreRead less
Next-generation techniques for analysing massive data sets. To process enormous amounts of data, leading computing companies are turning to modern computing frameworks, for which little theory of efficient computational techniques has been developed. This project will resolve key theoretical questions and provide fast techniques for poorly understood pattern recognition and bioinformatics problems.
Cloud-data centres resource allocation under bursty conditions. Cloud-data centres resource allocation under bursty conditions. The project aims to design, implement, and integrate solutions to manage resources in cloud data centres (CDCs), especially when operating under bursty workload conditions. CDCs are expected to assure performance whilst optimising resource usage at a minimum cost, but efficiently providing resources with specific performance requirements can be difficult. This project i ....Cloud-data centres resource allocation under bursty conditions. Cloud-data centres resource allocation under bursty conditions. The project aims to design, implement, and integrate solutions to manage resources in cloud data centres (CDCs), especially when operating under bursty workload conditions. CDCs are expected to assure performance whilst optimising resource usage at a minimum cost, but efficiently providing resources with specific performance requirements can be difficult. This project intends to develop scalable solutions with industry approved software plug-ins. This is expected to affect both trustworthy information and communications technology (ICT) infrastructure (delivering more resilient CDCs) and economic sustainability (reducing CDC usage cost for both users and providers) of today’s computerised society.Read moreRead less
Contention-Aware Scheduling in Cloud Data Centres. This project aims to design, implement, and integrate solutions to improve resource use of private cloud data centres (CDCs). CDCs are expected to guarantee performance while optimising resource usage at a minimum cost. This incurs technical challenges that must be tackled to efficiently provision on-demand resources with specific performance requirements. The project intends to push the applicability of both current techniques and the ones to b ....Contention-Aware Scheduling in Cloud Data Centres. This project aims to design, implement, and integrate solutions to improve resource use of private cloud data centres (CDCs). CDCs are expected to guarantee performance while optimising resource usage at a minimum cost. This incurs technical challenges that must be tackled to efficiently provision on-demand resources with specific performance requirements. The project intends to push the applicability of both current techniques and the ones to be designed in this project to industry-scale CDCs, and identify metrics and variables to holistically control service-level agreements of hosted applications. Scalable solutions with industry approved software plug-ins are the major outcomes of this project. The outcomes of this project will have a substantial impact on both environmental (lowering energy consumption to lead to greener infrastructure) and economic sustainability (reducing cloud usage cost for both users and providers) of today’s much computerised society.Read moreRead less
Understanding motivation and practice quality in elite music performance. This project examines motivation and practice quality in elite music performance. It applies major theoretical explanations from other domains where optimising motivation and practice quality has consistently been found to increase performance, persistence, learning, creativity, and wellbeing. The expected outcomes of the project address the competitiveness of Australian musicians, particularly in light of significantly lo ....Understanding motivation and practice quality in elite music performance. This project examines motivation and practice quality in elite music performance. It applies major theoretical explanations from other domains where optimising motivation and practice quality has consistently been found to increase performance, persistence, learning, creativity, and wellbeing. The expected outcomes of the project address the competitiveness of Australian musicians, particularly in light of significantly lower funding for music institutions compared to international counterparts. The research endeavours to inform understandings about the nature of motivation and practice more generally, by extending conceptions that have until now been formed largely through research in non-artistic domains of human accomplishment.Read moreRead less
Special Research Initiatives - Grant ID: SR0354832
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Dependable Distributed Enterprises and Services. Distributed systems (clusters, grids, peer-to-peer) are the mainstay of many new applications. This has the potential of providing consumers with much more timely, accurate, and comprehensive information on which to base major decisions in financial, medical, and other areas. As with any new technology, related applications should be designed and implemented in such a way that users can depend on the application's availability and results, which i ....Dependable Distributed Enterprises and Services. Distributed systems (clusters, grids, peer-to-peer) are the mainstay of many new applications. This has the potential of providing consumers with much more timely, accurate, and comprehensive information on which to base major decisions in financial, medical, and other areas. As with any new technology, related applications should be designed and implemented in such a way that users can depend on the application's availability and results, which is the main focus of this network. The CIs will collaborate in several ways, ranging from basic research to applications, to enable the creation and maintenance of highly dependable computer systems and networked applications.
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