Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to ....Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to investigate a broad range of cognitive and communication functions. Benefits will include potential technologies and algorithms to assist listening (in devices such as hearing aids), language development and reading.Read moreRead less
Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutt ....Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutting-edge Blockchain based secure IoT data management and privacy-preserving smart contracts for smart farming supply-chain management. This data infrastructure will be the first of its kind which will lay a solid foundation for smart farming technology.Read moreRead less
ARC Centre of Excellence for Children and Families over the Life Course. The 2020 ARC Centre of Excellence for Children and Families over the Life Course (LCC2020) aims to deliver transformative research and translation to break the cycle of deep and persistent disadvantage for Australians. Critically, LCC2020 will tackle disadvantage in specific context to understand how people negotiate it daily in real places, and how best to design policies and programs that support improved life pathways. B ....ARC Centre of Excellence for Children and Families over the Life Course. The 2020 ARC Centre of Excellence for Children and Families over the Life Course (LCC2020) aims to deliver transformative research and translation to break the cycle of deep and persistent disadvantage for Australians. Critically, LCC2020 will tackle disadvantage in specific context to understand how people negotiate it daily in real places, and how best to design policies and programs that support improved life pathways. By understanding life course contexts much more finely and using new methods and better data to personalise responses to disadvantage, LCC2020 will deliver the evidence, infrastructure, capacity and partnerships to reduce disadvantage and better equip Australian children and families for emerging challenges. Read moreRead less
Engaging the over 50s to ensure the sustainability of our blood supply. Australia faces blood shortages as our population ages and demand for blood-product derived treatments increase. Donors aged over 50 donate more regularly with fewer adverse events than younger donors, yet comprise under 24% of blood donors. This multi-method project aims to investigate how those aged over 50 understand and engage with blood donation in the context of ageing, and how their involvement can be managed to maint ....Engaging the over 50s to ensure the sustainability of our blood supply. Australia faces blood shortages as our population ages and demand for blood-product derived treatments increase. Donors aged over 50 donate more regularly with fewer adverse events than younger donors, yet comprise under 24% of blood donors. This multi-method project aims to investigate how those aged over 50 understand and engage with blood donation in the context of ageing, and how their involvement can be managed to maintain psychosocial wellbeing. This project expects to generate new knowledge in recruiting, retaining, and deferring older blood donors. Expected outcomes include tailored, validated resources that may significantly benefit Australia by effectively engaging older adults to ensure the sustainability of the blood supply.Read moreRead less
Enhancing outcomes for young people in out-of-home care who self-place. This project aims to enhance the safety and well-being of young people in out-of-home care who leave formal placements to stay in unapproved locations. The significance lies in the development of new knowledge with this group of young people about their needs and of factors shaping effective responses to them. Expected outcomes include the generation of policies and practices to reduce the drivers of young people leaving a ....Enhancing outcomes for young people in out-of-home care who self-place. This project aims to enhance the safety and well-being of young people in out-of-home care who leave formal placements to stay in unapproved locations. The significance lies in the development of new knowledge with this group of young people about their needs and of factors shaping effective responses to them. Expected outcomes include the generation of policies and practices to reduce the drivers of young people leaving approved placements and to address the support and protective needs of young people when staying in unapproved locations. The benefits include improved social and economic inclusion of young people in out-of-home care and reduced socio-economic burdens on health and justice systems associated with placement breakdown. Read moreRead less
Privacy-preserving Biometrics based Authentication and Security. Password based authentication systems cannot verify genuine users. Biometric authentication can address this issue. However, the booming IoT applications and cloud computing require that the biometric authentication must be conducted in the privacy-protected setting in order to comply with privacy protection legal regulations. Latest reports show that current biometric authentication systems, under protected setting, exhibit poor ....Privacy-preserving Biometrics based Authentication and Security. Password based authentication systems cannot verify genuine users. Biometric authentication can address this issue. However, the booming IoT applications and cloud computing require that the biometric authentication must be conducted in the privacy-protected setting in order to comply with privacy protection legal regulations. Latest reports show that current biometric authentication systems, under protected setting, exhibit poor authentication performance, which is not commercially applicable. This project aims to investigate innovative solutions to this issue. The intended deliverables will include deep learning based biometric feature extractor, cancellable biometrics and cloud oriented biometrics security protocols. Read moreRead less
Stewarding thin markets: improving public sector market effectiveness. This project aims to develop methodologies to identify thin markets in the public service sector. Thin markets, where there are a low number of buyers or low number of sellers, are a major risk for governments utilising a personalised approach to service delivery. This project will develop new methodologies for identifying thin markets and determine ways emerging markets can be stewarded to better achieve their aims.
Lived experiences of treatment for hepatitis C in Australia. This project aims to support uptake of new hepatitis C treatments. With the introduction of new treatments in 2016, the Australian Government adopted the WHO’s goal of eliminating the disease by 2030. While early treatment rates were high, they have since plateaued, with stigma and poor information considered key obstacles. This project will generate new knowledge on treatment decisions and experiences, using a proven qualitative metho ....Lived experiences of treatment for hepatitis C in Australia. This project aims to support uptake of new hepatitis C treatments. With the introduction of new treatments in 2016, the Australian Government adopted the WHO’s goal of eliminating the disease by 2030. While early treatment rates were high, they have since plateaued, with stigma and poor information considered key obstacles. This project will generate new knowledge on treatment decisions and experiences, using a proven qualitative methodology. In doing so, it will produce a website covering personal experiences of treatment, issues in treatment decision-making, and advice on enhancing life on treatment and after. It will tackle hepatitis C-related stigma, and inform and benefit potential treatment users, families and relevant professionals.
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Transitioning from out-of-home care: a longitudinal population-based study. This project aims to use a population-based method to examine the pathways of young people in, and transitioning from, out-of-home care in Western Australia. Young people in, and transitioning out of, out-of-home care experience many challenges. Care leavers, including a disproportionate number of Aboriginal young people, experience adverse outcomes across a range of domains leading to high social and economic costs for ....Transitioning from out-of-home care: a longitudinal population-based study. This project aims to use a population-based method to examine the pathways of young people in, and transitioning from, out-of-home care in Western Australia. Young people in, and transitioning out of, out-of-home care experience many challenges. Care leavers, including a disproportionate number of Aboriginal young people, experience adverse outcomes across a range of domains leading to high social and economic costs for the Australian community. The findings from the population-based data, together with an in-depth understanding of their lived experiences will identify a best practice model for improving their transition from care experiences to facilitate improved outcomes.Read moreRead less