ARC Centre of Excellence in Population Ageing Research. This Centre intends to generate crucial knowledge to inform social and economic responses to population ageing, one of the most important issues of the 21st century. Population ageing exerts unprecedented pressures on social norms and policy institutions, both in Australia and around the world. Leading researchers from a range of disciplines will undertake multidisciplinary research to help governments, businesses, and consumers prepare for ....ARC Centre of Excellence in Population Ageing Research. This Centre intends to generate crucial knowledge to inform social and economic responses to population ageing, one of the most important issues of the 21st century. Population ageing exerts unprecedented pressures on social norms and policy institutions, both in Australia and around the world. Leading researchers from a range of disciplines will undertake multidisciplinary research to help governments, businesses, and consumers prepare for and make better decisions for an ageing world, with consequent social and economic benefits for families and communities expected to flow to Australia, the Asian region and the world.Read moreRead less
ARC Centre of Excellence in Population Ageing Research. The Centre aims to execute world class basic and applied research to transform our capacity to respond to the economic and social challenges of demographic change, and to changes in individual longevity and cognitive and motor capacity. It will combine in-house expertise with leading researchers globally in initiatives to generate new outcome-oriented approaches to studying the population ageing process and its implications. It s research w ....ARC Centre of Excellence in Population Ageing Research. The Centre aims to execute world class basic and applied research to transform our capacity to respond to the economic and social challenges of demographic change, and to changes in individual longevity and cognitive and motor capacity. It will combine in-house expertise with leading researchers globally in initiatives to generate new outcome-oriented approaches to studying the population ageing process and its implications. It s research will inform innovative policy formulation and product and market development, and train a new generation of researchers into population ageing with an enriched appreciation of the cross-disciplinary dimensions of population ageing research.Read moreRead less
Stochastic analysis and the development and application of financial risk processes. Ensuring the stability of Australia's financial system requires an understanding of the complex financial instruments, strategies and technologies that have evolved in recent years. A strong well-integrated research effort in stochastic analysis with particular application to financial markets is fundamental for measuring and managing risk, to protect and preserve a well functioning system, and to inform policy ....Stochastic analysis and the development and application of financial risk processes. Ensuring the stability of Australia's financial system requires an understanding of the complex financial instruments, strategies and technologies that have evolved in recent years. A strong well-integrated research effort in stochastic analysis with particular application to financial markets is fundamental for measuring and managing risk, to protect and preserve a well functioning system, and to inform policy debate on financial strategies and insurance liabilities.
These challenges are global and require extensive international research collaboration and interaction. The present project will enhance Australia's contributions in this area and facilitate its global impact more than is possible through individual efforts.Read moreRead less
Socially Responsible Insurance in the Age of Artificial Intelligence. This project aims to discover the social costs and benefits of using Artificial Intelligence in insurance, and to design practical interventions—responsible design workshops, practical guidance, regulatory proposals, new algorithmic tools—that realise the benefits while mitigating the costs. It expects to generate new knowledge drawing on philosophy, law and sociology, working closely with practitioners at the forefront of dep ....Socially Responsible Insurance in the Age of Artificial Intelligence. This project aims to discover the social costs and benefits of using Artificial Intelligence in insurance, and to design practical interventions—responsible design workshops, practical guidance, regulatory proposals, new algorithmic tools—that realise the benefits while mitigating the costs. It expects to generate new knowledge drawing on philosophy, law and sociology, working closely with practitioners at the forefront of deploying AI in insurance. Expected outcomes include novel ethical AI-based approaches to product design, pricing and claims administration. This should benefit insurers and consumers, realising efficiency gains made possible by AI, without unacceptable costs to privacy, fairness, and the unaccountable exercise of power. Read moreRead less
Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algori ....Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algorithms for applied researchers. This project benefits not only advanced manufacturing by finding optimal stopping time for wood panel compression, but also superior forecasting for mortality in demography, climate data in environmental science, asset returns in finance, and electricity consumption in economics. Read moreRead less
Sparse grid approximations and fitting using generalised combination techniques. Sparse grid techniques provide an effective tool to deal with the
computational curse of dimensionality which is a constant challenge in
modelling complex data. The proposed research is aimed at the
development and analysis of algorithms for data fitting with sparse
grids using variants of the combination technique. The outcome of the
research is a theory which will provide insights in the applicability,
limit ....Sparse grid approximations and fitting using generalised combination techniques. Sparse grid techniques provide an effective tool to deal with the
computational curse of dimensionality which is a constant challenge in
modelling complex data. The proposed research is aimed at the
development and analysis of algorithms for data fitting with sparse
grids using variants of the combination technique. The outcome of the
research is a theory which will provide insights in the applicability,
limitations and the convergence properties of the proposed
algorithms. The outcomes will be widely applicable in modelling of
large scale and complex data as is encountered in areas of
bioinformatics, physics and experimental studies of complex systems.
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Authenticity: Globalisation and Indigenous Culture. Who speaks for the Fourth World? Why is there an obsession with 'authenticity' whenever Indigenous people are being discussed? This study explores those questions by examining a combination of sources, ranging from international museum collections to the advertising campaigns of multinational companies; from literature to the cultural festivals of the Olympic Games. The research is original, comparative, empirical. It explores the intersectio ....Authenticity: Globalisation and Indigenous Culture. Who speaks for the Fourth World? Why is there an obsession with 'authenticity' whenever Indigenous people are being discussed? This study explores those questions by examining a combination of sources, ranging from international museum collections to the advertising campaigns of multinational companies; from literature to the cultural festivals of the Olympic Games. The research is original, comparative, empirical. It explores the intersections between postcolonial and cultural studies to speak -- not for Indigenous peoples -- but to the non-Indigenous representation of First Nations. Why? Because this provides key insights into the future of race relations in western democracies.Read moreRead less
Amplifying Indigenous news: a digital intervention. This project aims to road-test, document and analyse an innovative strategy for amplifying Indigenous voices in news media. The project will deploy and assess the impact of a new digital application designed to enable access to a diverse range of Indigenous voices, stories and agendas. The anticipated outcomes will assist the project’s industry partners meet their strategic goals of increasing the level of Indigenous media representation in Aus ....Amplifying Indigenous news: a digital intervention. This project aims to road-test, document and analyse an innovative strategy for amplifying Indigenous voices in news media. The project will deploy and assess the impact of a new digital application designed to enable access to a diverse range of Indigenous voices, stories and agendas. The anticipated outcomes will assist the project’s industry partners meet their strategic goals of increasing the level of Indigenous media representation in Australia, and consolidate their roles as leading outlets for Indigenous content and coverage. These outcomes are also expected to improve public understanding of issues affecting Indigenous Australians and contribute to more informed and inclusive policy discussions.Read moreRead less
Wild Man from Borneo: species, race, representation. This project addresses the representation of species boundaries in Western accounts of the orangutan in the 19th and 20th centuries. Darwinian theory raised the possibility that animals could ?evolve?. Orangutans seemed ?closest? to humans and therefore raised key questions about the border between humans and animals. These questions were addressed in a vast range of scientific, popular, imaginative and juvenile literature. Even when ecolo ....Wild Man from Borneo: species, race, representation. This project addresses the representation of species boundaries in Western accounts of the orangutan in the 19th and 20th centuries. Darwinian theory raised the possibility that animals could ?evolve?. Orangutans seemed ?closest? to humans and therefore raised key questions about the border between humans and animals. These questions were addressed in a vast range of scientific, popular, imaginative and juvenile literature. Even when ecological models of the environment shifted attention from evolutionary potential to ecological role, orangutans retained a special status as ?sentinel? species. This project will produce a monograph examining the construction, maintenance and erosion of ideas of species boundaries.Read moreRead less
Mobile Indonesians: social differentiation and digital literacies in the twenty first century. This is the first dedicated study of the social implications of mobile telephony's recent and rapid popularisation throughout the country. This project will study metropolitan, urban and rural users to understand how mobile phones create the new and unexpected social networks which will shape tomorrow's Indonesians.